<?xml version="1.0" encoding="UTF-8"?>
<urlset xmlns="http://www.sitemaps.org/schemas/sitemap/0.9"
        xmlns:news="http://www.google.com/schemas/sitemap-news/0.9">
  <url>
    <loc>https://thecontinuumbrief.com/articles/air-street-capital-backs-french-defence-tech-alta-ares-in-50m-round</loc>
    <news:news>
      <news:publication>
        <news:name>The Continuum Brief</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-06-09T07:30:41+00:00</news:publication_date>
      <news:title>Air Street Capital backs French defence tech Alta Ares in €50m round</news:title>
      <news:keywords>Capital Markets</news:keywords>
    </news:news>
  </url>
  <url>
    <loc>https://thecontinuumbrief.com/articles/from-pyongyang-to-primorsk-when-sanctions-evasion-becomes-system-design</loc>
    <news:news>
      <news:publication>
        <news:name>The Continuum Brief</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-06-09T07:30:36+00:00</news:publication_date>
      <news:title>From Pyongyang to Primorsk: When Sanctions Evasion Becomes System Design</news:title>
      <news:keywords>Defence Tech, Commentary, Maritime Security, Russo-Ukrainian War, Sanctions</news:keywords>
    </news:news>
  </url>
  <url>
    <loc>https://thecontinuumbrief.com/articles/duely-secures-11m-to-reinvent-ma-legal-services-with-ai</loc>
    <news:news>
      <news:publication>
        <news:name>The Continuum Brief</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-06-09T07:30:00+00:00</news:publication_date>
      <news:title>Duely secures €1.1M to reinvent M&amp;A legal services with AI</news:title>
      <news:keywords>Capital Markets, Legaltech</news:keywords>
    </news:news>
  </url>
  <url>
    <loc>https://thecontinuumbrief.com/articles/japan-considers-aew-radar-pod-for-mq-9b-seaguardian-drones</loc>
    <news:news>
      <news:publication>
        <news:name>The Continuum Brief</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-06-09T07:27:24+00:00</news:publication_date>
      <news:title>Japan considers AEW radar pod for MQ-9B SeaGuardian drones</news:title>
      <news:keywords>Defence Tech, News, JMSDF, MQ-9B, SeaGuardian</news:keywords>
    </news:news>
  </url>
  <url>
    <loc>https://thecontinuumbrief.com/articles/ooma-this-underfollowed-stock-still-has-room-to-run</loc>
    <news:news>
      <news:publication>
        <news:name>The Continuum Brief</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-06-09T07:21:11+00:00</news:publication_date>
      <news:title>Ooma: This Underfollowed Stock Still Has Room To Run</news:title>
      <news:keywords>Capital Markets, OOMA, Tech and Growth</news:keywords>
    </news:news>
  </url>
  <url>
    <loc>https://thecontinuumbrief.com/articles/ai-models-transform-defect-inspection-and-review-but-can-fail-to-scale</loc>
    <news:news>
      <news:publication>
        <news:name>The Continuum Brief</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-06-09T07:15:14+00:00</news:publication_date>
      <news:title>AI Models Transform Defect Inspection And Review, But Can Fail To Scale</news:title>
      <news:keywords>Infrastructure Software, Test, Measurement and Analytics, Top Stories, AI, defects, fault detection and classification, inspection, machine learning, Microtronic</news:keywords>
    </news:news>
  </url>
  <url>
    <loc>https://thecontinuumbrief.com/articles/deliverance-ai-exits-stealth-to-power-sovereign-enterprise-ai</loc>
    <news:news>
      <news:publication>
        <news:name>The Continuum Brief</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-06-09T07:10:00+00:00</news:publication_date>
      <news:title>Deliverance AI exits stealth to power sovereign enterprise AI</news:title>
      <news:keywords>Capital Markets, Artificial Intelligence</news:keywords>
    </news:news>
  </url>
  <url>
    <loc>https://thecontinuumbrief.com/articles/ukraine-officially-adopts-new-electric-motorcycle-for-military-use</loc>
    <news:news>
      <news:publication>
        <news:name>The Continuum Brief</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-06-09T07:08:02+00:00</news:publication_date>
      <news:title>Ukraine officially adopts new electric motorcycle for military use</news:title>
      <news:keywords>Autonomous Systems, News</news:keywords>
    </news:news>
  </url>
  <url>
    <loc>https://thecontinuumbrief.com/articles/what-i-learned-at-the-2026-gsa-tech-summit-the-future-of-semiconductor-collabora</loc>
    <news:news>
      <news:publication>
        <news:name>The Continuum Brief</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-06-09T07:07:54+00:00</news:publication_date>
      <news:title>What I Learned At The 2026 GSA Tech Summit: The Future Of Semiconductor Collaboration Is Full Stack</news:title>
      <news:keywords>Infrastructure Software, Blogs - PTES, Bringing AI To Scale, Test, Measurement and Analytics, AI, collaboration, data analytics, data standards, PDF Solutions</news:keywords>
    </news:news>
  </url>
  <url>
    <loc>https://thecontinuumbrief.com/articles/rlwrld-and-nvidia-launch-dexbench-to-standardize-humanoid-robot-dexterity</loc>
    <news:news>
      <news:publication>
        <news:name>The Continuum Brief</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-06-09T07:07:24+00:00</news:publication_date>
      <news:title>RLWRLD and Nvidia launch DexBench to standardize humanoid robot dexterity</news:title>
      <news:keywords>Robotics, Computing, Software, automation news, DexBench, dexterous manipulation, embodied ai, humanoid AI, humanoid robots</news:keywords>
    </news:news>
  </url>
  <url>
    <loc>https://thecontinuumbrief.com/articles/effective-uxui-is-a-critical-link-between-ai-insights-and-yield-improvement</loc>
    <news:news>
      <news:publication>
        <news:name>The Continuum Brief</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-06-09T07:06:31+00:00</news:publication_date>
      <news:title>Effective UX/UI Is A Critical Link Between AI Insights And Yield Improvement</news:title>
      <news:keywords>Infrastructure Software, Blogs - PTES, Intelligent Innovation, Test, Measurement and Analytics, AI, data analytics, Onto Innovation, process control, test</news:keywords>
    </news:news>
  </url>
  <url>
    <loc>https://thecontinuumbrief.com/articles/led-by-20vc-fonioai-raises-17m-for-omnichannel-ai-platform</loc>
    <news:news>
      <news:publication>
        <news:name>The Continuum Brief</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-06-09T07:05:00+00:00</news:publication_date>
      <news:title>Led by 20VC, fonio.ai raises $17M for omnichannel AI platform</news:title>
      <news:keywords>Capital Markets, Software development, Artificial Intelligence</news:keywords>
    </news:news>
  </url>
  <url>
    <loc>https://thecontinuumbrief.com/articles/high-speed-manufacturing-and-in-field-scan-test-access-via-pci-express-for-gpio-</loc>
    <news:news>
      <news:publication>
        <news:name>The Continuum Brief</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-06-09T07:03:57+00:00</news:publication_date>
      <news:title>High-Speed Manufacturing And In-Field Scan Test Access Via PCI Express For GPIO Limited SoCs</news:title>
      <news:keywords>Infrastructure Software, Blogs - PTES, Silicon Lifecycle Management, Test, Measurement and Analytics, Cisco, high-speed I/O, HSIO, in-field test, PCIe</news:keywords>
    </news:news>
  </url>
  <url>
    <loc>https://thecontinuumbrief.com/articles/why-analog-and-mixed-signal-chips-resist-adaptive-test</loc>
    <news:news>
      <news:publication>
        <news:name>The Continuum Brief</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-06-09T07:03:28+00:00</news:publication_date>
      <news:title>Why Analog And Mixed-Signal Chips Resist Adaptive Test</news:title>
      <news:keywords>Infrastructure Software, Test, Measurement and Analytics, Top Stories, adaptive test, Advantest, analog, ATE, automotive, Bruker</news:keywords>
    </news:news>
  </url>
  <url>
    <loc>https://thecontinuumbrief.com/articles/co-packaged-optics-testing-faces-steep-data-center-ramp</loc>
    <news:news>
      <news:publication>
        <news:name>The Continuum Brief</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-06-09T07:02:59+00:00</news:publication_date>
      <news:title>Co-Packaged Optics Testing Faces Steep Data Center Ramp</news:title>
      <news:keywords>Infrastructure Software, Test, Measurement and Analytics, Top Stories, Advantest, Amkor, ATE, chiplets, co-packaged optics, CPO</news:keywords>
    </news:news>
  </url>
  <url>
    <loc>https://thecontinuumbrief.com/articles/enhancing-high-bandwidth-memory-hbm-reliability-with-3d-x-ray-inspection</loc>
    <news:news>
      <news:publication>
        <news:name>The Continuum Brief</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-06-09T07:02:05+00:00</news:publication_date>
      <news:title>Enhancing High Bandwidth Memory (HBM) Reliability With 3D X-ray Inspection</news:title>
      <news:keywords>Infrastructure Software, Blogs - PTES, Inspecting The Future, Test, Measurement and Analytics, 3D X-ray, computed tomography, defect detection, HBM, high-bandwidth memory</news:keywords>
    </news:news>
  </url>
  <url>
    <loc>https://thecontinuumbrief.com/articles/test-anything-anywhere-anytime</loc>
    <news:news>
      <news:publication>
        <news:name>The Continuum Brief</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-06-09T07:01:55+00:00</news:publication_date>
      <news:title>Test Anything, Anywhere, Anytime</news:title>
      <news:keywords>Infrastructure Software, Blogs - PTES, Test For The Autonomous Age, Test, Measurement and Analytics, high-speed I/O, HSIO, in-field test, Siemens EDA, silicon lifecycle management</news:keywords>
    </news:news>
  </url>
  <url>
    <loc>https://thecontinuumbrief.com/articles/advancements-in-corona-noncontact-metrology-tools-cncv-for-industrial-wbg-wafer-</loc>
    <news:news>
      <news:publication>
        <news:name>The Continuum Brief</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-06-09T07:01:49+00:00</news:publication_date>
      <news:title>Advancements in Corona Noncontact Metrology Tools, CnCV, for Industrial WBG Wafer Testing and Electrical Defect Related Yield Prediction</news:title>
      <news:keywords>Infrastructure Software, Test, Measurement and Analytics, Whitepapers, CnCV metrology, Corona Noncontact Metrology, electrical defect mapping, Onto Innovation, semiconductor metrology, SiC device yield</news:keywords>
    </news:news>
  </url>
  <url>
    <loc>https://thecontinuumbrief.com/articles/2026-asmc-building-the-core-pillars-for-ai-in-semiconductors</loc>
    <news:news>
      <news:publication>
        <news:name>The Continuum Brief</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-06-09T07:01:32+00:00</news:publication_date>
      <news:title>2026 ASMC – Building the Core Pillars for AI in Semiconductors</news:title>
      <news:keywords>Infrastructure Software, Test, Measurement and Analytics, Whitepapers, agentic AI, AI implementation, data integration, digital twin, PDF Solutions</news:keywords>
    </news:news>
  </url>
  <url>
    <loc>https://thecontinuumbrief.com/articles/zaro-lands-51m-to-build-the-next-layer-of-enterprise-ai</loc>
    <news:news>
      <news:publication>
        <news:name>The Continuum Brief</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-06-09T07:00:00+00:00</news:publication_date>
      <news:title>Zaro lands $5.1M to build the next layer of enterprise AI</news:title>
      <news:keywords>Capital Markets, Software development, Artificial Intelligence</news:keywords>
    </news:news>
  </url>
  <url>
    <loc>https://thecontinuumbrief.com/articles/sponsored-more-capacity-less-cable-the-rise-of-multicore-fiber</loc>
    <news:news>
      <news:publication>
        <news:name>The Continuum Brief</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-06-09T07:00:00+00:00</news:publication_date>
      <news:title>Sponsored: More capacity, less cable: The rise of multicore fiber</news:title>
      <news:keywords>Infrastructure Software</news:keywords>
    </news:news>
  </url>
  <url>
    <loc>https://thecontinuumbrief.com/articles/as-chips-go-vertical-metrology-struggles-to-keep-up</loc>
    <news:news>
      <news:publication>
        <news:name>The Continuum Brief</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-06-09T07:00:00+00:00</news:publication_date>
      <news:title>As Chips Go Vertical, Metrology Struggles to Keep Up</news:title>
      <news:keywords>Infrastructure Software, News, Metrology, semiconductor manufacturing, Semiconductors, Test and Measurement</news:keywords>
    </news:news>
  </url>
  <url>
    <loc>https://thecontinuumbrief.com/articles/google-patches-new-chrome-zero-day-flaw-exploited-in-the-wild</loc>
    <news:news>
      <news:publication>
        <news:name>The Continuum Brief</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-06-09T06:56:27+00:00</news:publication_date>
      <news:title>Google patches new Chrome zero-day flaw exploited in the wild</news:title>
      <news:keywords>Infrastructure Software, Security, Google</news:keywords>
    </news:news>
  </url>
  <url>
    <loc>https://thecontinuumbrief.com/articles/asian-tech-stocks-rebound-after-wall-street-embraces-ai-once-more</loc>
    <news:news>
      <news:publication>
        <news:name>The Continuum Brief</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-06-09T06:39:15+00:00</news:publication_date>
      <news:title>Asian tech stocks rebound after Wall Street embraces AI once more</news:title>
      <news:keywords>Capital Markets</news:keywords>
    </news:news>
  </url>
  <url>
    <loc>https://thecontinuumbrief.com/articles/ainews-frontiercode-benchmarking-for-code-quality-over-slop</loc>
    <news:news>
      <news:publication>
        <news:name>The Continuum Brief</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-06-09T06:12:33+00:00</news:publication_date>
      <news:title>[AINews] FrontierCode: Benchmarking for Code Quality over Slop</news:title>
      <news:keywords>AI</news:keywords>
    </news:news>
  </url>
  <url>
    <loc>https://thecontinuumbrief.com/articles/pagerduty-partners-with-ingram-micro-to-boost-australia-channel-reach</loc>
    <news:news>
      <news:publication>
        <news:name>The Continuum Brief</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-06-09T06:02:26+00:00</news:publication_date>
      <news:title>PagerDuty partners with Ingram Micro to boost Australia channel reach</news:title>
      <news:keywords>Capital Markets, PD</news:keywords>
    </news:news>
  </url>
  <url>
    <loc>https://thecontinuumbrief.com/articles/cordon-technologies-raises-1m-to-help-farmers-cut-pesticide-use-through-precisio</loc>
    <news:news>
      <news:publication>
        <news:name>The Continuum Brief</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-06-09T06:00:00+00:00</news:publication_date>
      <news:title>Cordon Technologies raises £1M to help farmers cut pesticide use through precision spraying</news:title>
      <news:keywords>Capital Markets, Agritech</news:keywords>
    </news:news>
  </url>
  <url>
    <loc>https://thecontinuumbrief.com/articles/european-satellite-group-iceye-in-1bn-funding-led-by-general-atlantic</loc>
    <news:news>
      <news:publication>
        <news:name>The Continuum Brief</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-06-09T05:45:04+00:00</news:publication_date>
      <news:title>European satellite group Iceye in €1bn funding led by General Atlantic</news:title>
      <news:keywords>Capital Markets</news:keywords>
    </news:news>
  </url>
  <url>
    <loc>https://thecontinuumbrief.com/articles/pitchdrive-raises-60m-to-back-europes-ai-native-founders</loc>
    <news:news>
      <news:publication>
        <news:name>The Continuum Brief</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-06-09T05:35:28+00:00</news:publication_date>
      <news:title>Pitchdrive raises €60M to back Europe&apos;s AI-native founders</news:title>
      <news:keywords>Capital Markets, VC Fund</news:keywords>
    </news:news>
  </url>
  <url>
    <loc>https://thecontinuumbrief.com/articles/exclusive-internal-docs-reveal-mistral-valued-ma-target-emmi-at-up-to-330m</loc>
    <news:news>
      <news:publication>
        <news:name>The Continuum Brief</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-06-09T05:00:56+00:00</news:publication_date>
      <news:title>Exclusive: Internal docs reveal Mistral valued M&amp;A target Emmi at up to €330m</news:title>
      <news:keywords>Capital Markets</news:keywords>
    </news:news>
  </url>
  <url>
    <loc>https://thecontinuumbrief.com/articles/exclusive-github-and-hugging-face-founders-back-ai-agent-startup-zaros-51m-raise</loc>
    <news:news>
      <news:publication>
        <news:name>The Continuum Brief</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-06-09T05:00:52+00:00</news:publication_date>
      <news:title>Exclusive: Github and Hugging Face founders back AI agent startup Zaro’s $5.1m raise</news:title>
      <news:keywords>Capital Markets</news:keywords>
    </news:news>
  </url>
  <url>
    <loc>https://thecontinuumbrief.com/articles/agentic-payments-startups-to-watch-according-to-vcs</loc>
    <news:news>
      <news:publication>
        <news:name>The Continuum Brief</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-06-09T05:00:41+00:00</news:publication_date>
      <news:title>Agentic payments startups to watch, according to VCs</news:title>
      <news:keywords>Capital Markets</news:keywords>
    </news:news>
  </url>
  <url>
    <loc>https://thecontinuumbrief.com/articles/what-aristotle-can-teach-us-about-ai-enabled-quantitative-investment</loc>
    <news:news>
      <news:publication>
        <news:name>The Continuum Brief</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-06-09T05:00:04+00:00</news:publication_date>
      <news:title>What Aristotle can teach us about AI-enabled quantitative investment</news:title>
      <news:keywords>Capital Markets</news:keywords>
    </news:news>
  </url>
  <url>
    <loc>https://thecontinuumbrief.com/articles/ciena-prices-upsized-25b-senior-convertible-debt-offering</loc>
    <news:news>
      <news:publication>
        <news:name>The Continuum Brief</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-06-09T04:50:17+00:00</news:publication_date>
      <news:title>Ciena prices upsized $2.5B senior convertible debt offering</news:title>
      <news:keywords>Capital Markets, CIEN</news:keywords>
    </news:news>
  </url>
  <url>
    <loc>https://thecontinuumbrief.com/articles/africas-fastest-growing-companies</loc>
    <news:news>
      <news:publication>
        <news:name>The Continuum Brief</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-06-09T04:07:37+00:00</news:publication_date>
      <news:title>Africa’s Fastest-Growing Companies</news:title>
      <news:keywords>Capital Markets</news:keywords>
    </news:news>
  </url>
  <url>
    <loc>https://thecontinuumbrief.com/articles/why-are-we-still-arguing-about-the-industrial-revolution</loc>
    <news:news>
      <news:publication>
        <news:name>The Continuum Brief</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-06-09T04:00:34+00:00</news:publication_date>
      <news:title>Why are we still arguing about the industrial revolution?</news:title>
      <news:keywords>Capital Markets</news:keywords>
    </news:news>
  </url>
  <url>
    <loc>https://thecontinuumbrief.com/articles/there-is-a-simpler-option-for-making-ai-pay-its-way-tax-it-properly</loc>
    <news:news>
      <news:publication>
        <news:name>The Continuum Brief</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-06-09T04:00:25+00:00</news:publication_date>
      <news:title>There is a simpler option for making AI pay its way: tax it properly</news:title>
      <news:keywords>Capital Markets</news:keywords>
    </news:news>
  </url>
  <url>
    <loc>https://thecontinuumbrief.com/articles/spacexs-178tn-ipo-asks-investors-to-buy-musks-moonshots</loc>
    <news:news>
      <news:publication>
        <news:name>The Continuum Brief</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-06-09T04:00:25+00:00</news:publication_date>
      <news:title>SpaceX’s $1.78tn IPO asks investors to buy Musk’s moonshots</news:title>
      <news:keywords>Capital Markets</news:keywords>
    </news:news>
  </url>
  <url>
    <loc>https://thecontinuumbrief.com/articles/asml-chief-warns-eu-against-directing-chip-supplies</loc>
    <news:news>
      <news:publication>
        <news:name>The Continuum Brief</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-06-09T04:00:16+00:00</news:publication_date>
      <news:title>ASML chief warns EU against directing chip supplies</news:title>
      <news:keywords>Capital Markets</news:keywords>
    </news:news>
  </url>
  <url>
    <loc>https://thecontinuumbrief.com/articles/ai-used-to-hunt-viktor-orbns-alleged-corruption</loc>
    <news:news>
      <news:publication>
        <news:name>The Continuum Brief</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-06-09T04:00:15+00:00</news:publication_date>
      <news:title>AI used to hunt Viktor Orbán’s alleged corruption</news:title>
      <news:keywords>Capital Markets</news:keywords>
    </news:news>
  </url>
  <url>
    <loc>https://thecontinuumbrief.com/articles/picks-and-shovels-companies-profit-from-data-centre-scramble</loc>
    <news:news>
      <news:publication>
        <news:name>The Continuum Brief</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-06-09T04:00:05+00:00</news:publication_date>
      <news:title>‘Picks and shovels’ companies profit from data centre scramble</news:title>
      <news:keywords>Capital Markets</news:keywords>
    </news:news>
  </url>
  <url>
    <loc>https://thecontinuumbrief.com/articles/offline-reinforcement-learning-for-plasma-control-in-nuclear-fusion-codebase-and</loc>
    <news:news>
      <news:publication>
        <news:name>The Continuum Brief</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-06-09T04:00:00+00:00</news:publication_date>
      <news:title>Offline Reinforcement Learning for Plasma Control in Nuclear Fusion: Codebase and Benchmark</news:title>
      <news:keywords>AI, cs.LG, cs.AI</news:keywords>
    </news:news>
  </url>
  <url>
    <loc>https://thecontinuumbrief.com/articles/medicalrec-medical-recommender-system-for-image-classification-without-retrainin</loc>
    <news:news>
      <news:publication>
        <news:name>The Continuum Brief</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-06-09T04:00:00+00:00</news:publication_date>
      <news:title>MedicalRec: Medical recommender system for image classification without retraining</news:title>
      <news:keywords>AI, cs.LG, cs.AI</news:keywords>
    </news:news>
  </url>
  <url>
    <loc>https://thecontinuumbrief.com/articles/spin-decentralized-swarm-control-via-tensorized-policy-coordination</loc>
    <news:news>
      <news:publication>
        <news:name>The Continuum Brief</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-06-09T04:00:00+00:00</news:publication_date>
      <news:title>SPIN: Decentralized Swarm Control via Tensorized Policy Coordination</news:title>
      <news:keywords>AI, cs.LG, cs.MA, cs.SI</news:keywords>
    </news:news>
  </url>
  <url>
    <loc>https://thecontinuumbrief.com/articles/boundary-variance-inflation-causes-acquisition-bias-in-gaussian-processes</loc>
    <news:news>
      <news:publication>
        <news:name>The Continuum Brief</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-06-09T04:00:00+00:00</news:publication_date>
      <news:title>Boundary Variance Inflation Causes Acquisition Bias in Gaussian Processes</news:title>
      <news:keywords>AI, cs.LG, stat.ME, stat.ML</news:keywords>
    </news:news>
  </url>
  <url>
    <loc>https://thecontinuumbrief.com/articles/starixnet-multivariate-and-multi-attribute-deep-learning-approach-to-real-time-r</loc>
    <news:news>
      <news:publication>
        <news:name>The Continuum Brief</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-06-09T04:00:00+00:00</news:publication_date>
      <news:title>STARIXNet: Multivariate and Multi-attribute Deep Learning Approach to Real-Time Resource Allocation in Cloud Platforms</news:title>
      <news:keywords>AI, cs.LG</news:keywords>
    </news:news>
  </url>
  <url>
    <loc>https://thecontinuumbrief.com/articles/enabling-kv-caching-of-shared-prefix-for-diffusion-language-models</loc>
    <news:news>
      <news:publication>
        <news:name>The Continuum Brief</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-06-09T04:00:00+00:00</news:publication_date>
      <news:title>Enabling KV Caching of Shared Prefix for Diffusion Language Models</news:title>
      <news:keywords>AI, cs.LG, cs.AI</news:keywords>
    </news:news>
  </url>
  <url>
    <loc>https://thecontinuumbrief.com/articles/mst-direct-at-scale-multivariate-and-conditional-geostatistical-simulation-via-s</loc>
    <news:news>
      <news:publication>
        <news:name>The Continuum Brief</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-06-09T04:00:00+00:00</news:publication_date>
      <news:title>MST-Direct at Scale: Multivariate and Conditional Geostatistical Simulation via Sinkhorn Optimal Transport</news:title>
      <news:keywords>AI, cs.LG, stat.ME, stat.ML</news:keywords>
    </news:news>
  </url>
  <url>
    <loc>https://thecontinuumbrief.com/articles/emergence-via-phase-transitions-mechanism-landscapes-and-universal-convergence-a</loc>
    <news:news>
      <news:publication>
        <news:name>The Continuum Brief</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-06-09T04:00:00+00:00</news:publication_date>
      <news:title>Emergence via Phase Transitions: Mechanism Landscapes and Universal Convergence Across Complex Systems</news:title>
      <news:keywords>AI, cs.LG, cs.AI</news:keywords>
    </news:news>
  </url>
  <url>
    <loc>https://thecontinuumbrief.com/articles/trihead-gan-a-generative-adversarial-network-with-triple-head-discriminator-for-</loc>
    <news:news>
      <news:publication>
        <news:name>The Continuum Brief</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-06-09T04:00:00+00:00</news:publication_date>
      <news:title>TriHead-GAN: A Generative Adversarial Network with Triple-Head Discriminator for Carbon Emission Time Series Generation</news:title>
      <news:keywords>AI, cs.LG</news:keywords>
    </news:news>
  </url>
  <url>
    <loc>https://thecontinuumbrief.com/articles/when-should-an-ai-scientist-stop-verifiable-experiment-steering-and-refusal-for-</loc>
    <news:news>
      <news:publication>
        <news:name>The Continuum Brief</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-06-09T04:00:00+00:00</news:publication_date>
      <news:title>When Should an AI Scientist Stop? Verifiable Experiment Steering and Refusal for Autonomous Discovery</news:title>
      <news:keywords>AI, cs.LG, cs.ET, cs.MA</news:keywords>
    </news:news>
  </url>
  <url>
    <loc>https://thecontinuumbrief.com/articles/training-inference-kernel-contracts-bounding-divergence-in-post-training-and-dep</loc>
    <news:news>
      <news:publication>
        <news:name>The Continuum Brief</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-06-09T04:00:00+00:00</news:publication_date>
      <news:title>Training-Inference Kernel Contracts: Bounding Divergence in Post-Training and Deployment</news:title>
      <news:keywords>AI, cs.LG, cs.AI, cs.ET</news:keywords>
    </news:news>
  </url>
  <url>
    <loc>https://thecontinuumbrief.com/articles/customer-churn-prediction-on-structured-data-using-ft-transformer-and-stacking-e</loc>
    <news:news>
      <news:publication>
        <news:name>The Continuum Brief</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-06-09T04:00:00+00:00</news:publication_date>
      <news:title>Customer Churn Prediction on Structured Data Using FT-Transformer and Stacking Ensembles</news:title>
      <news:keywords>AI, cs.LG, cs.AI, cs.ET</news:keywords>
    </news:news>
  </url>
  <url>
    <loc>https://thecontinuumbrief.com/articles/from-human-guidance-to-autonomy-agent-skill-system-for-end-to-end-llm-deployment</loc>
    <news:news>
      <news:publication>
        <news:name>The Continuum Brief</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-06-09T04:00:00+00:00</news:publication_date>
      <news:title>From Human Guidance to Autonomy: Agent Skill System for End-to-End LLM Deployment on Spatial NPUs</news:title>
      <news:keywords>AI, cs.LG, cs.AI, cs.AR, cs.MA</news:keywords>
    </news:news>
  </url>
  <url>
    <loc>https://thecontinuumbrief.com/articles/optimality-of-sequential-filtering-under-independent-cost-and-selectivity-models</loc>
    <news:news>
      <news:publication>
        <news:name>The Continuum Brief</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-06-09T04:00:00+00:00</news:publication_date>
      <news:title>Optimality of Sequential Filtering Under Independent Cost and Selectivity Models</news:title>
      <news:keywords>AI, cs.LG</news:keywords>
    </news:news>
  </url>
  <url>
    <loc>https://thecontinuumbrief.com/articles/uniq-conformal-calibration-for-adaptive-conservatism-in-offline-reinforcement-le</loc>
    <news:news>
      <news:publication>
        <news:name>The Continuum Brief</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-06-09T04:00:00+00:00</news:publication_date>
      <news:title>UNIQ: Conformal Calibration for Adaptive Conservatism in Offline Reinforcement Learning</news:title>
      <news:keywords>AI, cs.LG</news:keywords>
    </news:news>
  </url>
  <url>
    <loc>https://thecontinuumbrief.com/articles/outage-detection-in-self-healing-smart-grids-using-reinforcement-learning-with-s</loc>
    <news:news>
      <news:publication>
        <news:name>The Continuum Brief</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-06-09T04:00:00+00:00</news:publication_date>
      <news:title>Outage Detection in Self-Healing Smart Grids Using Reinforcement Learning with Spectral Graph Neural Networks</news:title>
      <news:keywords>AI, cs.LG, cs.AI</news:keywords>
    </news:news>
  </url>
  <url>
    <loc>https://thecontinuumbrief.com/articles/the-routing-plateau-understanding-and-breaking-the-accuracy-limits-of-llm-router</loc>
    <news:news>
      <news:publication>
        <news:name>The Continuum Brief</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-06-09T04:00:00+00:00</news:publication_date>
      <news:title>The Routing Plateau: Understanding and Breaking the Accuracy Limits of LLM Routers</news:title>
      <news:keywords>AI, cs.LG</news:keywords>
    </news:news>
  </url>
  <url>
    <loc>https://thecontinuumbrief.com/articles/researchclawbench-a-benchmark-for-end-to-end-autonomous-scientific-research</loc>
    <news:news>
      <news:publication>
        <news:name>The Continuum Brief</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-06-09T04:00:00+00:00</news:publication_date>
      <news:title>ResearchClawBench: A Benchmark for End-to-End Autonomous Scientific Research</news:title>
      <news:keywords>AI, cs.LG, cs.AI, cs.CL</news:keywords>
    </news:news>
  </url>
  <url>
    <loc>https://thecontinuumbrief.com/articles/shortcuts-in-the-tail-debiasing-via-post-hoc-spectral-compression-of-fine-tuning</loc>
    <news:news>
      <news:publication>
        <news:name>The Continuum Brief</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-06-09T04:00:00+00:00</news:publication_date>
      <news:title>Shortcuts in the Tail: Debiasing via Post-Hoc Spectral Compression of Fine-Tuning Updates</news:title>
      <news:keywords>AI, cs.LG</news:keywords>
    </news:news>
  </url>
  <url>
    <loc>https://thecontinuumbrief.com/articles/repetition-mismatch-why-data-mixture-experiments-dont-scale-and-how-to-fix-them</loc>
    <news:news>
      <news:publication>
        <news:name>The Continuum Brief</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-06-09T04:00:00+00:00</news:publication_date>
      <news:title>Repetition Mismatch: Why Data Mixture Experiments Don&apos;t Scale and How to Fix Them</news:title>
      <news:keywords>AI, cs.LG, cs.AI</news:keywords>
    </news:news>
  </url>
  <url>
    <loc>https://thecontinuumbrief.com/articles/reachability-and-asymptotics-of-gaussian-transformer-dynamics</loc>
    <news:news>
      <news:publication>
        <news:name>The Continuum Brief</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-06-09T04:00:00+00:00</news:publication_date>
      <news:title>Reachability and asymptotics of Gaussian Transformer dynamics</news:title>
      <news:keywords>AI, cs.LG, cs.AI</news:keywords>
    </news:news>
  </url>
  <url>
    <loc>https://thecontinuumbrief.com/articles/sample-efficient-post-training-for-lego-spatial-physics-reasoning</loc>
    <news:news>
      <news:publication>
        <news:name>The Continuum Brief</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-06-09T04:00:00+00:00</news:publication_date>
      <news:title>Sample-Efficient Post-Training for LEGO Spatial-Physics Reasoning</news:title>
      <news:keywords>AI, cs.LG, cs.AI</news:keywords>
    </news:news>
  </url>
  <url>
    <loc>https://thecontinuumbrief.com/articles/contribution-weights-a-geometrical-analysis-of-self-attention-transformers</loc>
    <news:news>
      <news:publication>
        <news:name>The Continuum Brief</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-06-09T04:00:00+00:00</news:publication_date>
      <news:title>Contribution Weights: A Geometrical Analysis of Self-Attention Transformers</news:title>
      <news:keywords>AI, cs.LG, cs.AI</news:keywords>
    </news:news>
  </url>
  <url>
    <loc>https://thecontinuumbrief.com/articles/a-topological-characterization-of-graph-neural-networks-via-stochastic-block-mod</loc>
    <news:news>
      <news:publication>
        <news:name>The Continuum Brief</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-06-09T04:00:00+00:00</news:publication_date>
      <news:title>A Topological Characterization of Graph Neural Networks via Stochastic Block Model Embeddings on the n-Sphere</news:title>
      <news:keywords>AI, cs.LG, cs.AI</news:keywords>
    </news:news>
  </url>
  <url>
    <loc>https://thecontinuumbrief.com/articles/diffor-a-unified-continuous-generative-framework-for-universal-ordinal-regressio</loc>
    <news:news>
      <news:publication>
        <news:name>The Continuum Brief</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-06-09T04:00:00+00:00</news:publication_date>
      <news:title>DiffoR: A Unified Continuous Generative Framework for Universal Ordinal Regression</news:title>
      <news:keywords>AI, cs.LG, cs.AI, cs.CV</news:keywords>
    </news:news>
  </url>
  <url>
    <loc>https://thecontinuumbrief.com/articles/lfno-bridging-laplace-and-fourier-via-transient-steady-decomposition</loc>
    <news:news>
      <news:publication>
        <news:name>The Continuum Brief</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-06-09T04:00:00+00:00</news:publication_date>
      <news:title>LFNO: Bridging Laplace and Fourier via Transient-Steady Decomposition</news:title>
      <news:keywords>AI, cs.LG, cs.AI</news:keywords>
    </news:news>
  </url>
  <url>
    <loc>https://thecontinuumbrief.com/articles/metaevo-a-meta-optimization-framework-for-experience-driven-agent-evolution</loc>
    <news:news>
      <news:publication>
        <news:name>The Continuum Brief</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-06-09T04:00:00+00:00</news:publication_date>
      <news:title>MetaEvo: A Meta-Optimization Framework for Experience-Driven Agent Evolution</news:title>
      <news:keywords>AI, cs.LG, cs.AI</news:keywords>
    </news:news>
  </url>
  <url>
    <loc>https://thecontinuumbrief.com/articles/srt-super-resolution-for-time-series-via-disentangled-rectified-flow</loc>
    <news:news>
      <news:publication>
        <news:name>The Continuum Brief</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-06-09T04:00:00+00:00</news:publication_date>
      <news:title>SRT: Super-Resolution for Time Series via Disentangled Rectified Flow</news:title>
      <news:keywords>AI, cs.LG, cs.AI</news:keywords>
    </news:news>
  </url>
  <url>
    <loc>https://thecontinuumbrief.com/articles/position-genomic-model-research-must-move-beyond-anecdotal-evaluation-of-interpr</loc>
    <news:news>
      <news:publication>
        <news:name>The Continuum Brief</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-06-09T04:00:00+00:00</news:publication_date>
      <news:title>Position: Genomic Model Research Must Move Beyond Anecdotal Evaluation of Interpretability Methods</news:title>
      <news:keywords>AI, cs.LG, q-bio.GN</news:keywords>
    </news:news>
  </url>
  <url>
    <loc>https://thecontinuumbrief.com/articles/structured-neuron-pruning-in-deep-neural-networks-using-multi-armed-bandits</loc>
    <news:news>
      <news:publication>
        <news:name>The Continuum Brief</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-06-09T04:00:00+00:00</news:publication_date>
      <news:title>Structured Neuron Pruning in Deep Neural Networks Using Multi-Armed Bandits</news:title>
      <news:keywords>AI, cs.LG, cs.AI</news:keywords>
    </news:news>
  </url>
  <url>
    <loc>https://thecontinuumbrief.com/articles/query-lens-interpreting-sparse-key-value-features-with-indirect-effects</loc>
    <news:news>
      <news:publication>
        <news:name>The Continuum Brief</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-06-09T04:00:00+00:00</news:publication_date>
      <news:title>Query Lens: Interpreting Sparse Key-Value Features with Indirect Effects</news:title>
      <news:keywords>AI, cs.LG, cs.AI</news:keywords>
    </news:news>
  </url>
  <url>
    <loc>https://thecontinuumbrief.com/articles/qdsp-an-interpretable-structured-learning-framework-for-predicting-death-or-cere</loc>
    <news:news>
      <news:publication>
        <news:name>The Continuum Brief</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-06-09T04:00:00+00:00</news:publication_date>
      <news:title>QDSP: An Interpretable Structured Learning Framework for Predicting Death or Cerebral Palsy in Very Low Birth Weight Infants</news:title>
      <news:keywords>AI, cs.LG</news:keywords>
    </news:news>
  </url>
  <url>
    <loc>https://thecontinuumbrief.com/articles/leaf-growing-trees-without-branching-for-speech-aware-large-language-model-post-</loc>
    <news:news>
      <news:publication>
        <news:name>The Continuum Brief</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-06-09T04:00:00+00:00</news:publication_date>
      <news:title>LEAF: Growing Trees Without Branching for Speech-Aware Large Language Model Post-Training</news:title>
      <news:keywords>AI, cs.LG, cs.AI, cs.CL</news:keywords>
    </news:news>
  </url>
  <url>
    <loc>https://thecontinuumbrief.com/articles/measuring-poverty-and-inequality-with-reduced-data-a-machine-learning-approach-u</loc>
    <news:news>
      <news:publication>
        <news:name>The Continuum Brief</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-06-09T04:00:00+00:00</news:publication_date>
      <news:title>Measuring Poverty and Inequality with Reduced Data: A Machine Learning Approach Using Nigerian Household Data</news:title>
      <news:keywords>AI, cs.LG, stat.AP</news:keywords>
    </news:news>
  </url>
  <url>
    <loc>https://thecontinuumbrief.com/articles/item-response-scaling-laws-a-measurement-theory-approach-for-efficient-and-gener</loc>
    <news:news>
      <news:publication>
        <news:name>The Continuum Brief</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-06-09T04:00:00+00:00</news:publication_date>
      <news:title>Item Response Scaling Laws: A Measurement Theory Approach for Efficient and Generalizable Neural Scaling Estimation</news:title>
      <news:keywords>AI, cs.LG, cs.AI, cs.CL</news:keywords>
    </news:news>
  </url>
  <url>
    <loc>https://thecontinuumbrief.com/articles/scalesweep-accurate-nvfp4-post-training-quantization-of-llms-via-block-scale-ini</loc>
    <news:news>
      <news:publication>
        <news:name>The Continuum Brief</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-06-09T04:00:00+00:00</news:publication_date>
      <news:title>ScaleSweep: Accurate NVFP4 Post-Training Quantization of LLMs via Block Scale Initialization</news:title>
      <news:keywords>AI, cs.LG, cs.AI, cs.CV</news:keywords>
    </news:news>
  </url>
  <url>
    <loc>https://thecontinuumbrief.com/articles/hasa-subnet-allocation-for-compute-constrained-model-heterogeneous-federated-lea</loc>
    <news:news>
      <news:publication>
        <news:name>The Continuum Brief</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-06-09T04:00:00+00:00</news:publication_date>
      <news:title>HASA: Subnet Allocation for Compute-Constrained Model-Heterogeneous Federated Learning</news:title>
      <news:keywords>AI, cs.LG, cs.AI, cs.DC</news:keywords>
    </news:news>
  </url>
  <url>
    <loc>https://thecontinuumbrief.com/articles/finite-certificates-for-in-context-determinacy-and-a-threshold-theory-of-emergen</loc>
    <news:news>
      <news:publication>
        <news:name>The Continuum Brief</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-06-09T04:00:00+00:00</news:publication_date>
      <news:title>Finite Certificates for In-Context Determinacy and a Threshold Theory of Emergence in Language Models</news:title>
      <news:keywords>AI, cs.LG, cs.LO</news:keywords>
    </news:news>
  </url>
  <url>
    <loc>https://thecontinuumbrief.com/articles/learning-transfers-kan-extensions-for-neural-invariants</loc>
    <news:news>
      <news:publication>
        <news:name>The Continuum Brief</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-06-09T04:00:00+00:00</news:publication_date>
      <news:title>Learning Transfers: Kan Extensions for Neural Invariants</news:title>
      <news:keywords>AI, cs.LG, math.AT, math.CT</news:keywords>
    </news:news>
  </url>
  <url>
    <loc>https://thecontinuumbrief.com/articles/graph-neural-networks-for-predicting-solvability-of-finite-groups</loc>
    <news:news>
      <news:publication>
        <news:name>The Continuum Brief</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-06-09T04:00:00+00:00</news:publication_date>
      <news:title>Graph Neural Networks for Predicting Solvability of Finite Groups</news:title>
      <news:keywords>AI, cs.LG, math.GR</news:keywords>
    </news:news>
  </url>
  <url>
    <loc>https://thecontinuumbrief.com/articles/airport-terminal-passenger-queue-forecasting-for-departure-gates-and-security-ch</loc>
    <news:news>
      <news:publication>
        <news:name>The Continuum Brief</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-06-09T04:00:00+00:00</news:publication_date>
      <news:title>Airport Terminal Passenger Queue Forecasting for Departure Gates and Security Checkpoints</news:title>
      <news:keywords>AI, cs.LG, stat.AP</news:keywords>
    </news:news>
  </url>
  <url>
    <loc>https://thecontinuumbrief.com/articles/sequential-statistical-inference-for-large-language-models-representation-validi</loc>
    <news:news>
      <news:publication>
        <news:name>The Continuum Brief</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-06-09T04:00:00+00:00</news:publication_date>
      <news:title>Sequential statistical inference for Large Language Models: Representation, validity, and monitoring</news:title>
      <news:keywords>AI, cs.LG</news:keywords>
    </news:news>
  </url>
  <url>
    <loc>https://thecontinuumbrief.com/articles/large-language-models-should-learn-personalized-rather-than-aggregated-human-pre</loc>
    <news:news>
      <news:publication>
        <news:name>The Continuum Brief</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-06-09T04:00:00+00:00</news:publication_date>
      <news:title>Large Language Models Should Learn Personalized Rather Than Aggregated Human Preferences</news:title>
      <news:keywords>AI, cs.LG, cs.AI, cs.CL, cs.CY, cs.HC</news:keywords>
    </news:news>
  </url>
  <url>
    <loc>https://thecontinuumbrief.com/articles/active-learning-with-foundation-model-priors-efficient-learning-under-class-imba</loc>
    <news:news>
      <news:publication>
        <news:name>The Continuum Brief</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-06-09T04:00:00+00:00</news:publication_date>
      <news:title>Active Learning with Foundation Model Priors: Efficient Learning under Class Imbalance</news:title>
      <news:keywords>AI, cs.LG, cs.AI, stat.ML</news:keywords>
    </news:news>
  </url>
  <url>
    <loc>https://thecontinuumbrief.com/articles/evaluation-of-ml-resource-utilization-requires-model-life-cycle-assessment</loc>
    <news:news>
      <news:publication>
        <news:name>The Continuum Brief</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-06-09T04:00:00+00:00</news:publication_date>
      <news:title>Evaluation of ML Resource Utilization Requires Model Life Cycle Assessment</news:title>
      <news:keywords>AI, cs.LG</news:keywords>
    </news:news>
  </url>
  <url>
    <loc>https://thecontinuumbrief.com/articles/dog-dpodynamic-optimization-in-geometry-for-safety-alignment</loc>
    <news:news>
      <news:publication>
        <news:name>The Continuum Brief</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-06-09T04:00:00+00:00</news:publication_date>
      <news:title>DOG-DPO:Dynamic Optimization in Geometry for Safety Alignment</news:title>
      <news:keywords>AI, cs.LG, cs.AI</news:keywords>
    </news:news>
  </url>
  <url>
    <loc>https://thecontinuumbrief.com/articles/test-time-adaptive-composition-for-machine-learning-as-a-service-mlaas-in-iot-en</loc>
    <news:news>
      <news:publication>
        <news:name>The Continuum Brief</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-06-09T04:00:00+00:00</news:publication_date>
      <news:title>Test-Time Adaptive Composition for Machine Learning as a Service (MLaaS) in IoT Environments</news:title>
      <news:keywords>AI, cs.LG, cs.AI</news:keywords>
    </news:news>
  </url>
  <url>
    <loc>https://thecontinuumbrief.com/articles/trait-space-monitoring-for-emergent-misalignment-during-supervised-finetuning</loc>
    <news:news>
      <news:publication>
        <news:name>The Continuum Brief</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-06-09T04:00:00+00:00</news:publication_date>
      <news:title>Trait-space Monitoring for Emergent Misalignment During Supervised Finetuning</news:title>
      <news:keywords>AI, cs.LG, cs.AI, cs.CY</news:keywords>
    </news:news>
  </url>
  <url>
    <loc>https://thecontinuumbrief.com/articles/kite-a-tri-modal-transformer-integrating-text-images-and-knowledge-graphs-for-fa</loc>
    <news:news>
      <news:publication>
        <news:name>The Continuum Brief</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-06-09T04:00:00+00:00</news:publication_date>
      <news:title>KITE: A Tri-Modal Transformer Integrating Text, Images, and Knowledge Graphs for Fake News Detection</news:title>
      <news:keywords>AI, cs.LG, cs.CV</news:keywords>
    </news:news>
  </url>
  <url>
    <loc>https://thecontinuumbrief.com/articles/semantic-cache-distillation-efficient-state-transfer-via-reuse-and-selective-pat</loc>
    <news:news>
      <news:publication>
        <news:name>The Continuum Brief</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-06-09T04:00:00+00:00</news:publication_date>
      <news:title>Semantic Cache Distillation: Efficient State Transfer via Reuse and Selective Patching</news:title>
      <news:keywords>AI, cs.LG, cs.AI</news:keywords>
    </news:news>
  </url>
  <url>
    <loc>https://thecontinuumbrief.com/articles/knowledge-inclusive-adaptive-physics-informed-neural-network-for-microbial-inter</loc>
    <news:news>
      <news:publication>
        <news:name>The Continuum Brief</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-06-09T04:00:00+00:00</news:publication_date>
      <news:title>Knowledge-Inclusive Adaptive Physics-Informed Neural Network for Microbial Interaction Modelling</news:title>
      <news:keywords>AI, cs.LG, cs.AI</news:keywords>
    </news:news>
  </url>
  <url>
    <loc>https://thecontinuumbrief.com/articles/harp-efficient-data-selection-for-finetuning-large-language-models</loc>
    <news:news>
      <news:publication>
        <news:name>The Continuum Brief</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-06-09T04:00:00+00:00</news:publication_date>
      <news:title>HARP: Efficient Data Selection for Finetuning Large Language Models</news:title>
      <news:keywords>AI, cs.LG, cs.AI</news:keywords>
    </news:news>
  </url>
  <url>
    <loc>https://thecontinuumbrief.com/articles/vessel-traffic-flow-prediction-on-sparse-data-via-spatio-temporal-graph-neural-n</loc>
    <news:news>
      <news:publication>
        <news:name>The Continuum Brief</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-06-09T04:00:00+00:00</news:publication_date>
      <news:title>Vessel Traffic Flow Prediction on Sparse Data via Spatio-Temporal Graph Neural Networks with a Learnable Tweedie Head</news:title>
      <news:keywords>AI, cs.LG, stat.ML</news:keywords>
    </news:news>
  </url>
  <url>
    <loc>https://thecontinuumbrief.com/articles/adversarial-robustness-of-activation-steering-in-large-language-models</loc>
    <news:news>
      <news:publication>
        <news:name>The Continuum Brief</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-06-09T04:00:00+00:00</news:publication_date>
      <news:title>Adversarial Robustness of Activation Steering in Large Language Models</news:title>
      <news:keywords>AI, cs.LG, cs.AI</news:keywords>
    </news:news>
  </url>
  <url>
    <loc>https://thecontinuumbrief.com/articles/essentialgin-a-new-approach-for-gene-essentiality-prediction-based-on-graph-isom</loc>
    <news:news>
      <news:publication>
        <news:name>The Continuum Brief</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-06-09T04:00:00+00:00</news:publication_date>
      <news:title>EssentialGIN: a new approach for gene essentiality prediction based on graph isomorphism neural networks</news:title>
      <news:keywords>AI, cs.LG, cs.AI</news:keywords>
    </news:news>
  </url>
  <url>
    <loc>https://thecontinuumbrief.com/articles/bcg-fm-a-foundation-model-for-ambient-cardiac-health-sensing</loc>
    <news:news>
      <news:publication>
        <news:name>The Continuum Brief</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-06-09T04:00:00+00:00</news:publication_date>
      <news:title>BCG-FM: A Foundation Model for Ambient Cardiac Health Sensing</news:title>
      <news:keywords>AI, cs.LG, cs.AI, cs.ET</news:keywords>
    </news:news>
  </url>
  <url>
    <loc>https://thecontinuumbrief.com/articles/dsfnet-learning-dual-domain-spectral-operators-for-multi-modality-spatio-tempora</loc>
    <news:news>
      <news:publication>
        <news:name>The Continuum Brief</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-06-09T04:00:00+00:00</news:publication_date>
      <news:title>DSFNet: Learning Dual-Domain Spectral Operators for Multi-Modality Spatio-Temporal Forecasting in Urban Transportation Systems</news:title>
      <news:keywords>AI, cs.LG, cs.AI</news:keywords>
    </news:news>
  </url>
  <url>
    <loc>https://thecontinuumbrief.com/articles/pharmacogenomic-knowledge-graph-augmentation-for-graph-neural-network-based-drug</loc>
    <news:news>
      <news:publication>
        <news:name>The Continuum Brief</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-06-09T04:00:00+00:00</news:publication_date>
      <news:title>Pharmacogenomic Knowledge Graph Augmentation for Graph Neural Network-Based Drug-Drug Interaction Prediction</news:title>
      <news:keywords>AI, cs.LG, cs.AI</news:keywords>
    </news:news>
  </url>
  <url>
    <loc>https://thecontinuumbrief.com/articles/evocsfl-surrogate-assisted-evolutionary-client-selection-for-efficient-and-robus</loc>
    <news:news>
      <news:publication>
        <news:name>The Continuum Brief</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-06-09T04:00:00+00:00</news:publication_date>
      <news:title>EvoCSFL: Surrogate-Assisted Evolutionary Client Selection for Efficient and Robust Federated Learning</news:title>
      <news:keywords>AI, cs.LG, cs.AI</news:keywords>
    </news:news>
  </url>
  <url>
    <loc>https://thecontinuumbrief.com/articles/how-much-dense-attention-is-necessary-oracle-guided-sparse-prefill-for-fullgqa-l</loc>
    <news:news>
      <news:publication>
        <news:name>The Continuum Brief</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-06-09T04:00:00+00:00</news:publication_date>
      <news:title>How Much Dense Attention is Necessary? Oracle-Guided Sparse Prefill for Full/GQA Layers in Hybrid Long-Context Models</news:title>
      <news:keywords>AI, cs.LG, cs.AI, cs.CL</news:keywords>
    </news:news>
  </url>
  <url>
    <loc>https://thecontinuumbrief.com/articles/forward-looking-stress-testing-under-macro-scenarios-stable-svar-estimation-usin</loc>
    <news:news>
      <news:publication>
        <news:name>The Continuum Brief</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-06-09T04:00:00+00:00</news:publication_date>
      <news:title>Forward-Looking Stress Testing Under Macro Scenarios: Stable SVaR Estimation Using a Hybrid GPR-HS Framework with SACS</news:title>
      <news:keywords>AI, q-fin.RM, cs.LG</news:keywords>
    </news:news>
  </url>
  <url>
    <loc>https://thecontinuumbrief.com/articles/information-geometric-optimization-on-spheres</loc>
    <news:news>
      <news:publication>
        <news:name>The Continuum Brief</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-06-09T04:00:00+00:00</news:publication_date>
      <news:title>Information-Geometric Optimization on Spheres</news:title>
      <news:keywords>AI, cs.NE, cs.LG, math.OC, quant-ph</news:keywords>
    </news:news>
  </url>
  <url>
    <loc>https://thecontinuumbrief.com/articles/subtitle-aligned-fine-tuning-of-whisper-for-swiss-german-asr-benchmark-contamina</loc>
    <news:news>
      <news:publication>
        <news:name>The Continuum Brief</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-06-09T04:00:00+00:00</news:publication_date>
      <news:title>Subtitle-Aligned Fine-Tuning of Whisper for Swiss German ASR: Benchmark Contamination, Convention Mismatch, and an Honest Baseline at 25.6% WER (13.8% cWER)</news:title>
      <news:keywords>AI, cs.CL, cs.AI, cs.LG, cs.SD</news:keywords>
    </news:news>
  </url>
  <url>
    <loc>https://thecontinuumbrief.com/articles/position-anthropomorphic-misalignment-research-needs-stronger-evidence</loc>
    <news:news>
      <news:publication>
        <news:name>The Continuum Brief</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-06-09T04:00:00+00:00</news:publication_date>
      <news:title>Position: Anthropomorphic Misalignment Research Needs Stronger Evidence</news:title>
      <news:keywords>AI, cs.CY, cs.AI, cs.LG</news:keywords>
    </news:news>
  </url>
  <url>
    <loc>https://thecontinuumbrief.com/articles/quantifying-uncertainty-in-space-debris-capture-with-active-tether-net-systems-c</loc>
    <news:news>
      <news:publication>
        <news:name>The Continuum Brief</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-06-09T04:00:00+00:00</news:publication_date>
      <news:title>Quantifying Uncertainty in Space Debris Capture with Active Tether-Net Systems Caused by Noisy Observations</news:title>
      <news:keywords>AI, eess.SY, cs.LG, cs.SY</news:keywords>
    </news:news>
  </url>
  <url>
    <loc>https://thecontinuumbrief.com/articles/syll-open-source-personal-automation-with-cross-surface-execution</loc>
    <news:news>
      <news:publication>
        <news:name>The Continuum Brief</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-06-09T04:00:00+00:00</news:publication_date>
      <news:title>Syll: Open-Source Personal Automation with Cross-Surface Execution</news:title>
      <news:keywords>AI, cs.AI, cs.HC, cs.LG, cs.SE</news:keywords>
    </news:news>
  </url>
  <url>
    <loc>https://thecontinuumbrief.com/articles/mirage-metadata-integrated-repository-analysis-and-guided-enhancement-for-msr-da</loc>
    <news:news>
      <news:publication>
        <news:name>The Continuum Brief</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-06-09T04:00:00+00:00</news:publication_date>
      <news:title>MIRAGE: Metadata-Integrated Repository Analysis and Guided Enhancement for MSR Datasets</news:title>
      <news:keywords>AI, cs.IR, cs.AI, cs.LG, cs.SE</news:keywords>
    </news:news>
  </url>
  <url>
    <loc>https://thecontinuumbrief.com/articles/sentry-statistical-reliability-analysis-of-vision-transformers-under-soft-errors</loc>
    <news:news>
      <news:publication>
        <news:name>The Continuum Brief</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-06-09T04:00:00+00:00</news:publication_date>
      <news:title>SENTRY: Statistical Reliability Analysis of Vision Transformers Under Soft Errors</news:title>
      <news:keywords>AI, cs.CV, cs.AI, cs.DC, cs.LG</news:keywords>
    </news:news>
  </url>
  <url>
    <loc>https://thecontinuumbrief.com/articles/no-free-lunch-for-synthetic-images-under-data-scarcity-conditions</loc>
    <news:news>
      <news:publication>
        <news:name>The Continuum Brief</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-06-09T04:00:00+00:00</news:publication_date>
      <news:title>No Free Lunch for Synthetic Images under Data Scarcity Conditions</news:title>
      <news:keywords>AI, cs.CV, cs.AI, cs.LG</news:keywords>
    </news:news>
  </url>
  <url>
    <loc>https://thecontinuumbrief.com/articles/sc3-the-multi-solvent-solubility-challenge-and-benchmark</loc>
    <news:news>
      <news:publication>
        <news:name>The Continuum Brief</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-06-09T04:00:00+00:00</news:publication_date>
      <news:title>SC3: The Multi-Solvent Solubility Challenge and Benchmark</news:title>
      <news:keywords>AI, physics.chem-ph, cs.CE, cs.LG</news:keywords>
    </news:news>
  </url>
  <url>
    <loc>https://thecontinuumbrief.com/articles/what-neurosurgeons-need-to-see-synthetic-intra-operative-mri-from-ultrasound-for</loc>
    <news:news>
      <news:publication>
        <news:name>The Continuum Brief</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-06-09T04:00:00+00:00</news:publication_date>
      <news:title>What neurosurgeons need to see: synthetic intra-operative MRI from ultrasound for brain-shift compensation in brain tumour surgery</news:title>
      <news:keywords>AI, cs.CV, cs.LG</news:keywords>
    </news:news>
  </url>
  <url>
    <loc>https://thecontinuumbrief.com/articles/hardware-aware-low-latency-quantum-compilation-with-data-driven-lightweight-erro</loc>
    <news:news>
      <news:publication>
        <news:name>The Continuum Brief</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-06-09T04:00:00+00:00</news:publication_date>
      <news:title>Hardware-aware Low-latency Quantum Compilation with Data-driven Lightweight Error Detection for Early Fault-Tolerant Systems</news:title>
      <news:keywords>AI, quant-ph, cs.AR, cs.DC, cs.LG</news:keywords>
    </news:news>
  </url>
  <url>
    <loc>https://thecontinuumbrief.com/articles/steer-where-it-matters-token-level-visual-sensitivity-steering-for-lvlms-halluci</loc>
    <news:news>
      <news:publication>
        <news:name>The Continuum Brief</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-06-09T04:00:00+00:00</news:publication_date>
      <news:title>Steer Where It Matters: Token-Level Visual-Sensitivity Steering for LVLMs Hallucination Mitigation</news:title>
      <news:keywords>AI, cs.CV, cs.CL, cs.LG</news:keywords>
    </news:news>
  </url>
  <url>
    <loc>https://thecontinuumbrief.com/articles/qds-snn-energy-efficient-quantum-deeply-supervised-spiking-neural-network-algori</loc>
    <news:news>
      <news:publication>
        <news:name>The Continuum Brief</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-06-09T04:00:00+00:00</news:publication_date>
      <news:title>QDS-SNN: Energy-efficient Quantum Deeply-Supervised Spiking Neural Network Algorithm for Traffic Sign Recognition</news:title>
      <news:keywords>AI, cs.NE, cs.LG</news:keywords>
    </news:news>
  </url>
  <url>
    <loc>https://thecontinuumbrief.com/articles/need-we-teach-foundation-models-what-is-a-generative-image-gradient-free-generat</loc>
    <news:news>
      <news:publication>
        <news:name>The Continuum Brief</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-06-09T04:00:00+00:00</news:publication_date>
      <news:title>Need We Teach Foundation Models What is a Generative Image? Gradient-Free Generative Artifact Detection via Analytic Spectral Adaptation</news:title>
      <news:keywords>AI, cs.CV, cs.LG</news:keywords>
    </news:news>
  </url>
  <url>
    <loc>https://thecontinuumbrief.com/articles/a-hierarchical-feature-engineering-framework-for-automated-classification-of-pho</loc>
    <news:news>
      <news:publication>
        <news:name>The Continuum Brief</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-06-09T04:00:00+00:00</news:publication_date>
      <news:title>A Hierarchical Feature Engineering Framework for Automated Classification of Phonotraumatic and Non-Phonotraumatic Vocal Hyperfunction</news:title>
      <news:keywords>AI, cs.SD, cs.AI, cs.LG</news:keywords>
    </news:news>
  </url>
  <url>
    <loc>https://thecontinuumbrief.com/articles/the-need-for-neural-isp-in-the-small-pixel-era-how-shrinking-pixels-push-optics-</loc>
    <news:news>
      <news:publication>
        <news:name>The Continuum Brief</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-06-09T04:00:00+00:00</news:publication_date>
      <news:title>The Need for Neural ISP in the Small-Pixel Era: How Shrinking Pixels Push Optics to the Limit and Neural Restoration Pushes Back</news:title>
      <news:keywords>AI, eess.IV, cs.CV, cs.LG</news:keywords>
    </news:news>
  </url>
  <url>
    <loc>https://thecontinuumbrief.com/articles/tracer-token-reassignment-for-concept-erasure-in-generative-recommendation</loc>
    <news:news>
      <news:publication>
        <news:name>The Continuum Brief</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-06-09T04:00:00+00:00</news:publication_date>
      <news:title>TRACER: Token ReAssignment for Concept ERasure in Generative Recommendation</news:title>
      <news:keywords>AI, cs.IR, cs.AI, cs.CL, cs.LG</news:keywords>
    </news:news>
  </url>
  <url>
    <loc>https://thecontinuumbrief.com/articles/transfer-learning-for-causal-forest</loc>
    <news:news>
      <news:publication>
        <news:name>The Continuum Brief</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-06-09T04:00:00+00:00</news:publication_date>
      <news:title>Transfer learning for causal forest</news:title>
      <news:keywords>AI, stat.ML, cs.LG, math.PR</news:keywords>
    </news:news>
  </url>
  <url>
    <loc>https://thecontinuumbrief.com/articles/a-case-study-of-evaluating-ai-agents-on-a-neuroscience-data-to-discovery-pipelin</loc>
    <news:news>
      <news:publication>
        <news:name>The Continuum Brief</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-06-09T04:00:00+00:00</news:publication_date>
      <news:title>A case study of evaluating AI agents on a neuroscience data-to-discovery pipeline</news:title>
      <news:keywords>AI, cs.AI, cs.CV, cs.LG</news:keywords>
    </news:news>
  </url>
  <url>
    <loc>https://thecontinuumbrief.com/articles/disentangling-latent-risk-pathways-via-bayesian-hypergraph-inference</loc>
    <news:news>
      <news:publication>
        <news:name>The Continuum Brief</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-06-09T04:00:00+00:00</news:publication_date>
      <news:title>Disentangling Latent Risk Pathways via Bayesian Hypergraph Inference</news:title>
      <news:keywords>AI, stat.ML, cs.LG, stat.AP, stat.ME</news:keywords>
    </news:news>
  </url>
  <url>
    <loc>https://thecontinuumbrief.com/articles/shield-ids-structurally-heterogeneous-ensemble-with-integrated-layered-defense-f</loc>
    <news:news>
      <news:publication>
        <news:name>The Continuum Brief</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-06-09T04:00:00+00:00</news:publication_date>
      <news:title>SHIELD-IDS: Structurally Heterogeneous Ensemble with Integrated Layered Defense for Intrusion Detection Systems</news:title>
      <news:keywords>AI, cs.CR, cs.AI, cs.LG</news:keywords>
    </news:news>
  </url>
  <url>
    <loc>https://thecontinuumbrief.com/articles/why-limit-the-residual-stream-to-layers-and-not-tokens-persistent-memory-for-con</loc>
    <news:news>
      <news:publication>
        <news:name>The Continuum Brief</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-06-09T04:00:00+00:00</news:publication_date>
      <news:title>Why Limit the Residual Stream to Layers and Not Tokens? Persistent Memory for Continuous Latent Reasoning</news:title>
      <news:keywords>AI, cs.AI, cs.CL, cs.LG</news:keywords>
    </news:news>
  </url>
  <url>
    <loc>https://thecontinuumbrief.com/articles/land-cover-and-flood-type-govern-the-detection-limits-of-satellite-based-flood-m</loc>
    <news:news>
      <news:publication>
        <news:name>The Continuum Brief</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-06-09T04:00:00+00:00</news:publication_date>
      <news:title>Land cover and flood type govern the detection limits of satellite-based flood mapping across diverse global flood events</news:title>
      <news:keywords>AI, cs.AI, cs.CV, cs.LG</news:keywords>
    </news:news>
  </url>
  <url>
    <loc>https://thecontinuumbrief.com/articles/gnss-fm-a-self-supervised-foundation-model-for-daily-gnss-displacement-time-seri</loc>
    <news:news>
      <news:publication>
        <news:name>The Continuum Brief</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-06-09T04:00:00+00:00</news:publication_date>
      <news:title>GNSS-FM: A Self-Supervised Foundation Model for Daily GNSS Displacement Time Series</news:title>
      <news:keywords>AI, physics.geo-ph, cs.LG</news:keywords>
    </news:news>
  </url>
  <url>
    <loc>https://thecontinuumbrief.com/articles/non-archimedean-polydisc-spaces-and-applications-to-optimisation</loc>
    <news:news>
      <news:publication>
        <news:name>The Continuum Brief</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-06-09T04:00:00+00:00</news:publication_date>
      <news:title>Non-Archimedean Polydisc Spaces and Applications to Optimisation</news:title>
      <news:keywords>AI, math.OC, cs.LG, math.MG</news:keywords>
    </news:news>
  </url>
  <url>
    <loc>https://thecontinuumbrief.com/articles/reconstructing-and-forecasting-disease-trajectories-of-patients-with-alzheimers-</loc>
    <news:news>
      <news:publication>
        <news:name>The Continuum Brief</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-06-09T04:00:00+00:00</news:publication_date>
      <news:title>Reconstructing and forecasting disease trajectories of patients with Alzheimer&apos;s disease using routine data in resource-constrained settings</news:title>
      <news:keywords>AI, cs.AI, cs.LG, q-bio.NC</news:keywords>
    </news:news>
  </url>
  <url>
    <loc>https://thecontinuumbrief.com/articles/joint-structural-pruning-and-mixed-precision-quantization-for-llm-compression</loc>
    <news:news>
      <news:publication>
        <news:name>The Continuum Brief</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-06-09T04:00:00+00:00</news:publication_date>
      <news:title>Joint Structural Pruning and Mixed-Precision Quantization for LLM Compression</news:title>
      <news:keywords>AI, cs.AI, cs.LG</news:keywords>
    </news:news>
  </url>
  <url>
    <loc>https://thecontinuumbrief.com/articles/molot-system-card-malicious-operational-logic-observation-transformer</loc>
    <news:news>
      <news:publication>
        <news:name>The Continuum Brief</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-06-09T04:00:00+00:00</news:publication_date>
      <news:title>MOLOT System Card: Malicious Operational Logic Observation Transformer</news:title>
      <news:keywords>AI, cs.CR, cs.LG, cs.SE</news:keywords>
    </news:news>
  </url>
  <url>
    <loc>https://thecontinuumbrief.com/articles/slmjury-can-small-language-models-judge-as-well-as-large-ones</loc>
    <news:news>
      <news:publication>
        <news:name>The Continuum Brief</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-06-09T04:00:00+00:00</news:publication_date>
      <news:title>SLMJury: Can Small Language Models Judge as Well as Large Ones?</news:title>
      <news:keywords>AI, cs.CL, cs.AI, cs.LG</news:keywords>
    </news:news>
  </url>
  <url>
    <loc>https://thecontinuumbrief.com/articles/large-scale-empirical-tuning-and-comparison-of-default-optimizers-for-variationa</loc>
    <news:news>
      <news:publication>
        <news:name>The Continuum Brief</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-06-09T04:00:00+00:00</news:publication_date>
      <news:title>Large-scale empirical tuning and comparison of default optimizers for variational inference</news:title>
      <news:keywords>AI, stat.CO, cs.LG, stat.ML</news:keywords>
    </news:news>
  </url>
  <url>
    <loc>https://thecontinuumbrief.com/articles/grpo-does-not-close-the-multi-agent-coordination-gap</loc>
    <news:news>
      <news:publication>
        <news:name>The Continuum Brief</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-06-09T04:00:00+00:00</news:publication_date>
      <news:title>GRPO Does Not Close the Multi-Agent Coordination Gap</news:title>
      <news:keywords>AI, cs.MA, cs.LG</news:keywords>
    </news:news>
  </url>
  <url>
    <loc>https://thecontinuumbrief.com/articles/the-acute-protocol-operationalizing-language-model-activations-for-better-calibr</loc>
    <news:news>
      <news:publication>
        <news:name>The Continuum Brief</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-06-09T04:00:00+00:00</news:publication_date>
      <news:title>The ACUTE Protocol: Operationalizing Language Model Activations for Better Calibration, Utility, and Trust</news:title>
      <news:keywords>AI, cs.CL, cs.AI, cs.LG</news:keywords>
    </news:news>
  </url>
  <url>
    <loc>https://thecontinuumbrief.com/articles/ract-retrieval-augmented-column-table-learning-and-prediction-for-multi-table-sc</loc>
    <news:news>
      <news:publication>
        <news:name>The Continuum Brief</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-06-09T04:00:00+00:00</news:publication_date>
      <news:title>RACT: Retrieval Augmented Column-Table Learning and Prediction for Multi-Table Schema Matching</news:title>
      <news:keywords>AI, cs.DB, cs.IR, cs.LG</news:keywords>
    </news:news>
  </url>
  <url>
    <loc>https://thecontinuumbrief.com/articles/identifiability-and-estimation-for-unlabeled-finite-mixtures-under-marginal-inde</loc>
    <news:news>
      <news:publication>
        <news:name>The Continuum Brief</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-06-09T04:00:00+00:00</news:publication_date>
      <news:title>Identifiability and Estimation for Unlabeled Finite Mixtures under Marginal Independence</news:title>
      <news:keywords>AI, stat.ML, cs.LG</news:keywords>
    </news:news>
  </url>
  <url>
    <loc>https://thecontinuumbrief.com/articles/decoupling-semantics-and-logic-a-training-free-coarse-to-fine-pipeline-for-video</loc>
    <news:news>
      <news:publication>
        <news:name>The Continuum Brief</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-06-09T04:00:00+00:00</news:publication_date>
      <news:title>Decoupling Semantics and Logic: A Training-Free Coarse-to-Fine Pipeline for Video Retrieval-Augmented Generation</news:title>
      <news:keywords>AI, cs.CV, cs.AI, cs.CL, cs.LG, cs.MM</news:keywords>
    </news:news>
  </url>
  <url>
    <loc>https://thecontinuumbrief.com/articles/larch-learned-query-optimization-for-semantic-predicates</loc>
    <news:news>
      <news:publication>
        <news:name>The Continuum Brief</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-06-09T04:00:00+00:00</news:publication_date>
      <news:title>Larch: Learned Query Optimization for Semantic Predicates</news:title>
      <news:keywords>AI, cs.DB, cs.AI, cs.LG</news:keywords>
    </news:news>
  </url>
  <url>
    <loc>https://thecontinuumbrief.com/articles/barycentric-projections-of-optimal-transport-plans-on-riemannian-manifolds</loc>
    <news:news>
      <news:publication>
        <news:name>The Continuum Brief</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-06-09T04:00:00+00:00</news:publication_date>
      <news:title>Barycentric Projections of Optimal Transport Plans on Riemannian Manifolds</news:title>
      <news:keywords>AI, stat.ML, cs.LG</news:keywords>
    </news:news>
  </url>
  <url>
    <loc>https://thecontinuumbrief.com/articles/from-may-to-is-certainty-distortion-in-language-model-rewriting</loc>
    <news:news>
      <news:publication>
        <news:name>The Continuum Brief</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-06-09T04:00:00+00:00</news:publication_date>
      <news:title>From `May&apos; to `Is&apos;: Certainty Distortion in Language Model Rewriting</news:title>
      <news:keywords>AI, cs.CL, cs.AI, cs.LG</news:keywords>
    </news:news>
  </url>
  <url>
    <loc>https://thecontinuumbrief.com/articles/balancing-real-and-synthetic-data-for-cnn-based-masonry-crack-detection</loc>
    <news:news>
      <news:publication>
        <news:name>The Continuum Brief</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-06-09T04:00:00+00:00</news:publication_date>
      <news:title>Balancing Real and Synthetic Data for CNN-based Masonry Crack Detection</news:title>
      <news:keywords>AI, cs.CV, cs.LG</news:keywords>
    </news:news>
  </url>
  <url>
    <loc>https://thecontinuumbrief.com/articles/pointwise-complexity-for-gaussian-fields-upper-envelopes-algorithmic-lower-bound</loc>
    <news:news>
      <news:publication>
        <news:name>The Continuum Brief</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-06-09T04:00:00+00:00</news:publication_date>
      <news:title>Pointwise Complexity for Gaussian Fields: Upper Envelopes, Algorithmic Lower Bounds, and Separation</news:title>
      <news:keywords>AI, math.PR, cond-mat.stat-mech, cs.IT, cs.LG, math.IT, math.ST, stat.TH</news:keywords>
    </news:news>
  </url>
  <url>
    <loc>https://thecontinuumbrief.com/articles/variational-proximal-policy-optimization</loc>
    <news:news>
      <news:publication>
        <news:name>The Continuum Brief</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-06-09T04:00:00+00:00</news:publication_date>
      <news:title>Variational Proximal Policy Optimization</news:title>
      <news:keywords>AI, stat.ML, cs.LG</news:keywords>
    </news:news>
  </url>
  <url>
    <loc>https://thecontinuumbrief.com/articles/osmgraphclip-learning-global-location-representations-from-openstreetmap-graphs</loc>
    <news:news>
      <news:publication>
        <news:name>The Continuum Brief</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-06-09T04:00:00+00:00</news:publication_date>
      <news:title>OSMGraphCLIP: Learning Global Location Representations from OpenStreetMap Graphs</news:title>
      <news:keywords>AI, cs.AI, cs.CV, cs.LG</news:keywords>
    </news:news>
  </url>
  <url>
    <loc>https://thecontinuumbrief.com/articles/vlacpp-a-unified-inference-runtime-for-vision-language-action-models</loc>
    <news:news>
      <news:publication>
        <news:name>The Continuum Brief</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-06-09T04:00:00+00:00</news:publication_date>
      <news:title>vla.cpp: A Unified Inference Runtime for Vision-Language-Action Models</news:title>
      <news:keywords>AI, cs.RO, cs.AI, cs.LG, cs.SY, eess.SY</news:keywords>
    </news:news>
  </url>
  <url>
    <loc>https://thecontinuumbrief.com/articles/how-small-can-you-go-lora-fine-tuning-270m-8b-models-for-merchant-information-ex</loc>
    <news:news>
      <news:publication>
        <news:name>The Continuum Brief</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-06-09T04:00:00+00:00</news:publication_date>
      <news:title>How Small Can You Go? LoRA Fine-Tuning 270M-8B Models for Merchant Information Extraction in Financial Transactions</news:title>
      <news:keywords>AI, cs.AI, cs.LG</news:keywords>
    </news:news>
  </url>
  <url>
    <loc>https://thecontinuumbrief.com/articles/when-does-delegation-beat-majority-a-delegation-based-aggregator-for-multi-sampl</loc>
    <news:news>
      <news:publication>
        <news:name>The Continuum Brief</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-06-09T04:00:00+00:00</news:publication_date>
      <news:title>When Does Delegation Beat Majority? A Delegation-Based Aggregator for Multi-Sample LLM Inference</news:title>
      <news:keywords>AI, cs.AI, cs.LG</news:keywords>
    </news:news>
  </url>
  <url>
    <loc>https://thecontinuumbrief.com/articles/new-fractional-ambiguity-function-integrated-with-cnn-based-machine-learning-for</loc>
    <news:news>
      <news:publication>
        <news:name>The Continuum Brief</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-06-09T04:00:00+00:00</news:publication_date>
      <news:title>New Fractional Ambiguity Function Integrated with CNN-Based Machine Learning for Signal Classification</news:title>
      <news:keywords>AI, math.FA, cs.LG</news:keywords>
    </news:news>
  </url>
  <url>
    <loc>https://thecontinuumbrief.com/articles/biological-reasoning-informed-regression-for-interpretable-regulatory-dna-activi</loc>
    <news:news>
      <news:publication>
        <news:name>The Continuum Brief</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-06-09T04:00:00+00:00</news:publication_date>
      <news:title>Biological Reasoning-Informed Regression for Interpretable Regulatory DNA Activity Prediction</news:title>
      <news:keywords>AI, q-bio.GN, cs.LG</news:keywords>
    </news:news>
  </url>
  <url>
    <loc>https://thecontinuumbrief.com/articles/phase-marginalization-for-patch-grid-instability-in-vision-transformers</loc>
    <news:news>
      <news:publication>
        <news:name>The Continuum Brief</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-06-09T04:00:00+00:00</news:publication_date>
      <news:title>Phase Marginalization for Patch-Grid Instability in Vision Transformers</news:title>
      <news:keywords>AI, cs.CV, cs.LG</news:keywords>
    </news:news>
  </url>
  <url>
    <loc>https://thecontinuumbrief.com/articles/inverse-design-of-bespoke-interatomic-potentials-via-active-learning-by-informat</loc>
    <news:news>
      <news:publication>
        <news:name>The Continuum Brief</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-06-09T04:00:00+00:00</news:publication_date>
      <news:title>Inverse design of bespoke interatomic potentials via active learning by information-matching</news:title>
      <news:keywords>AI, cond-mat.mtrl-sci, cs.LG</news:keywords>
    </news:news>
  </url>
  <url>
    <loc>https://thecontinuumbrief.com/articles/ai-native-closed-loop-security-for-6g-enabled-cyber-physical-systems-from-edge-d</loc>
    <news:news>
      <news:publication>
        <news:name>The Continuum Brief</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-06-09T04:00:00+00:00</news:publication_date>
      <news:title>AI-Native Closed-Loop Security for 6G-Enabled Cyber-Physical Systems: From Edge Detection to Network-Wide Mitigation</news:title>
      <news:keywords>AI, cs.CR, cs.LG, cs.NI</news:keywords>
    </news:news>
  </url>
  <url>
    <loc>https://thecontinuumbrief.com/articles/latent-structural-categorical-matrix-completion-with-application-to-quasispecies</loc>
    <news:news>
      <news:publication>
        <news:name>The Continuum Brief</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-06-09T04:00:00+00:00</news:publication_date>
      <news:title>Latent Structural Categorical Matrix Completion with Application to Quasispecies Analysis</news:title>
      <news:keywords>AI, math.OC, cs.LG</news:keywords>
    </news:news>
  </url>
  <url>
    <loc>https://thecontinuumbrief.com/articles/clasp-language-driven-robot-skill-selection-and-composition-using-task-parameter</loc>
    <news:news>
      <news:publication>
        <news:name>The Continuum Brief</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-06-09T04:00:00+00:00</news:publication_date>
      <news:title>CLASP: Language-Driven Robot Skill Selection and Composition using Task-Parameterized Learning</news:title>
      <news:keywords>AI, cs.RO, cs.AI, cs.CL, cs.HC, cs.LG</news:keywords>
    </news:news>
  </url>
  <url>
    <loc>https://thecontinuumbrief.com/articles/differentially-private-range-subgraph-counting</loc>
    <news:news>
      <news:publication>
        <news:name>The Continuum Brief</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-06-09T04:00:00+00:00</news:publication_date>
      <news:title>Differentially Private Range Subgraph Counting</news:title>
      <news:keywords>AI, cs.DS, cs.CR, cs.LG</news:keywords>
    </news:news>
  </url>
  <url>
    <loc>https://thecontinuumbrief.com/articles/beyond-additivity-causal-discovery-in-location-scale-noise-models-with-hidden-va</loc>
    <news:news>
      <news:publication>
        <news:name>The Continuum Brief</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-06-09T04:00:00+00:00</news:publication_date>
      <news:title>Beyond Additivity: Causal Discovery in Location-Scale Noise Models with Hidden Variables</news:title>
      <news:keywords>AI, stat.ML, cs.AI, cs.LG, stat.ME</news:keywords>
    </news:news>
  </url>
  <url>
    <loc>https://thecontinuumbrief.com/articles/vector-space-of-cycles</loc>
    <news:news>
      <news:publication>
        <news:name>The Continuum Brief</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-06-09T04:00:00+00:00</news:publication_date>
      <news:title>Vector Space of Cycles</news:title>
      <news:keywords>AI, stat.ML, cs.LG, physics.data-an, q-bio.NC</news:keywords>
    </news:news>
  </url>
  <url>
    <loc>https://thecontinuumbrief.com/articles/online-agent-as-a-judge-situation-generating-evaluation-for-interactive-agents</loc>
    <news:news>
      <news:publication>
        <news:name>The Continuum Brief</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-06-09T04:00:00+00:00</news:publication_date>
      <news:title>Online Agent-as-a-Judge: Situation-Generating Evaluation for Interactive Agents</news:title>
      <news:keywords>AI, cs.AI, cs.LG</news:keywords>
    </news:news>
  </url>
  <url>
    <loc>https://thecontinuumbrief.com/articles/stable-and-scalable-probabilistic-numerical-solvers-for-stiff-and-high-dimension</loc>
    <news:news>
      <news:publication>
        <news:name>The Continuum Brief</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-06-09T04:00:00+00:00</news:publication_date>
      <news:title>Stable and Scalable Probabilistic Numerical Solvers for Stiff and High-Dimensional ODEs</news:title>
      <news:keywords>AI, math.NA, cs.LG, cs.NA, stat.ML</news:keywords>
    </news:news>
  </url>
  <url>
    <loc>https://thecontinuumbrief.com/articles/segmentanytreev2-scaling-transformer-based-tree-instance-segmentation-across-sen</loc>
    <news:news>
      <news:publication>
        <news:name>The Continuum Brief</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-06-09T04:00:00+00:00</news:publication_date>
      <news:title>SegmentAnyTreeV2: Scaling Transformer-Based Tree Instance Segmentation Across Sensors, Platforms, and Forests</news:title>
      <news:keywords>AI, cs.CV, cs.LG</news:keywords>
    </news:news>
  </url>
  <url>
    <loc>https://thecontinuumbrief.com/articles/post-rejection-follow-up-sampling-a-methodology-for-counterfactual-outcome-measu</loc>
    <news:news>
      <news:publication>
        <news:name>The Continuum Brief</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-06-09T04:00:00+00:00</news:publication_date>
      <news:title>Post-Rejection Follow-up Sampling: A Methodology for Counterfactual Outcome Measurement in Algorithmic DEX Trading</news:title>
      <news:keywords>AI, q-fin.TR, cs.LG, q-fin.CP, q-fin.ST</news:keywords>
    </news:news>
  </url>
  <url>
    <loc>https://thecontinuumbrief.com/articles/spectral-truncation-kernels-noncommutativity-in-c-algebraic-kernel-machines</loc>
    <news:news>
      <news:publication>
        <news:name>The Continuum Brief</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-06-09T04:00:00+00:00</news:publication_date>
      <news:title>Spectral Truncation Kernels: Noncommutativity in $C^*$-algebraic Kernel Machines</news:title>
      <news:keywords>AI, stat.ML, cs.LG, math.OA</news:keywords>
    </news:news>
  </url>
  <url>
    <loc>https://thecontinuumbrief.com/articles/sfiles-20-an-extended-text-based-flowsheet-representation</loc>
    <news:news>
      <news:publication>
        <news:name>The Continuum Brief</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-06-09T04:00:00+00:00</news:publication_date>
      <news:title>SFILES 2.0: An extended text-based flowsheet representation</news:title>
      <news:keywords>AI, cs.DB, cs.LG, q-bio.QM</news:keywords>
    </news:news>
  </url>
  <url>
    <loc>https://thecontinuumbrief.com/articles/phase-transition-in-large-language-models-and-the-criticality-of-natural-languag</loc>
    <news:news>
      <news:publication>
        <news:name>The Continuum Brief</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-06-09T04:00:00+00:00</news:publication_date>
      <news:title>Phase transition in large language models and the criticality of natural languages</news:title>
      <news:keywords>AI, cond-mat.dis-nn, cs.LG</news:keywords>
    </news:news>
  </url>
  <url>
    <loc>https://thecontinuumbrief.com/articles/entropic-optimal-transport-eigenmaps-for-nonlinear-alignment-and-joint-embedding</loc>
    <news:news>
      <news:publication>
        <news:name>The Continuum Brief</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-06-09T04:00:00+00:00</news:publication_date>
      <news:title>Entropic Optimal Transport Eigenmaps for Nonlinear Alignment and Joint Embedding of High-Dimensional Datasets</news:title>
      <news:keywords>AI, stat.ML, cs.LG, math.ST, stat.TH</news:keywords>
    </news:news>
  </url>
  <url>
    <loc>https://thecontinuumbrief.com/articles/strategic-integration-of-artificial-intelligence-in-the-c-suite-the-role-of-the-</loc>
    <news:news>
      <news:publication>
        <news:name>The Continuum Brief</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-06-09T04:00:00+00:00</news:publication_date>
      <news:title>Strategic Integration of Artificial Intelligence in the C-Suite: The Role of the Chief AI Officer</news:title>
      <news:keywords>AI, cs.CY, cs.AI, cs.LG, econ.GN, q-fin.EC</news:keywords>
    </news:news>
  </url>
  <url>
    <loc>https://thecontinuumbrief.com/articles/ideq-improving-diffusion-models-for-the-traveling-salesman-problem-tsp-by-levera</loc>
    <news:news>
      <news:publication>
        <news:name>The Continuum Brief</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-06-09T04:00:00+00:00</news:publication_date>
      <news:title>IDEQ -- Improving Diffusion Models for the Traveling Salesman Problem (TSP) by Leveraging the Structure of the Solution Space</news:title>
      <news:keywords>AI, cs.AI, cs.LG</news:keywords>
    </news:news>
  </url>
  <url>
    <loc>https://thecontinuumbrief.com/articles/fit-print-towards-false-claim-resistant-model-ownership-verification-via-targete</loc>
    <news:news>
      <news:publication>
        <news:name>The Continuum Brief</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-06-09T04:00:00+00:00</news:publication_date>
      <news:title>FIT-Print: Towards False-claim-resistant Model Ownership Verification via Targeted Fingerprint</news:title>
      <news:keywords>AI, cs.CR, cs.AI, cs.LG</news:keywords>
    </news:news>
  </url>
  <url>
    <loc>https://thecontinuumbrief.com/articles/optimal-and-provable-calibration-in-high-dimensional-binary-classification-angul</loc>
    <news:news>
      <news:publication>
        <news:name>The Continuum Brief</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-06-09T04:00:00+00:00</news:publication_date>
      <news:title>Optimal and Provable Calibration in High-Dimensional Binary Classification: Angular Calibration and Platt Scaling</news:title>
      <news:keywords>AI, math.ST, cs.LG, stat.ME, stat.ML, stat.TH</news:keywords>
    </news:news>
  </url>
  <url>
    <loc>https://thecontinuumbrief.com/articles/can-global-xai-methods-reveal-injected-behaviours-in-llms-shap-vs-rule-extractio</loc>
    <news:news>
      <news:publication>
        <news:name>The Continuum Brief</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-06-09T04:00:00+00:00</news:publication_date>
      <news:title>Can Global XAI Methods Reveal Injected Behaviours in LLMs? SHAP vs Rule Extraction vs RuleSHAP</news:title>
      <news:keywords>AI, cs.AI, cs.LG</news:keywords>
    </news:news>
  </url>
  <url>
    <loc>https://thecontinuumbrief.com/articles/robust-random-graph-matching-in-dense-graphs-via-an-approximate-message-passing-</loc>
    <news:news>
      <news:publication>
        <news:name>The Continuum Brief</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-06-09T04:00:00+00:00</news:publication_date>
      <news:title>Robust Random Graph Matching in Dense Graphs via an Approximate Message Passing Type Algorithm</news:title>
      <news:keywords>AI, stat.ML, cs.DS, cs.LG, math.PR, math.ST, stat.TH</news:keywords>
    </news:news>
  </url>
  <url>
    <loc>https://thecontinuumbrief.com/articles/dealing-with-annotator-disagreement-in-hate-speech-classification</loc>
    <news:news>
      <news:publication>
        <news:name>The Continuum Brief</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-06-09T04:00:00+00:00</news:publication_date>
      <news:title>Dealing with Annotator Disagreement in Hate Speech Classification</news:title>
      <news:keywords>AI, cs.CL, cs.AI, cs.LG</news:keywords>
    </news:news>
  </url>
  <url>
    <loc>https://thecontinuumbrief.com/articles/hyperflux-pruning-reveals-importance</loc>
    <news:news>
      <news:publication>
        <news:name>The Continuum Brief</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-06-09T04:00:00+00:00</news:publication_date>
      <news:title>Hyperflux: Pruning Reveals Importance</news:title>
      <news:keywords>AI, stat.ML, cs.AI, cs.LG</news:keywords>
    </news:news>
  </url>
  <url>
    <loc>https://thecontinuumbrief.com/articles/statistical-decision-theory-with-counterfactual-loss</loc>
    <news:news>
      <news:publication>
        <news:name>The Continuum Brief</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-06-09T04:00:00+00:00</news:publication_date>
      <news:title>Statistical Decision Theory with Counterfactual Loss</news:title>
      <news:keywords>AI, math.ST, cs.LG, econ.TH, stat.TH</news:keywords>
    </news:news>
  </url>
  <url>
    <loc>https://thecontinuumbrief.com/articles/on-the-wasserstein-geodesic-principal-component-analysis-of-probability-measures</loc>
    <news:news>
      <news:publication>
        <news:name>The Continuum Brief</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-06-09T04:00:00+00:00</news:publication_date>
      <news:title>On the Wasserstein Geodesic Principal Component Analysis of probability measures</news:title>
      <news:keywords>AI, stat.ML, cs.LG, stat.ME</news:keywords>
    </news:news>
  </url>
  <url>
    <loc>https://thecontinuumbrief.com/articles/disentangled-feature-importance</loc>
    <news:news>
      <news:publication>
        <news:name>The Continuum Brief</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-06-09T04:00:00+00:00</news:publication_date>
      <news:title>Disentangled Feature Importance</news:title>
      <news:keywords>AI, stat.ML, cs.LG, math.ST, stat.ME, stat.TH</news:keywords>
    </news:news>
  </url>
  <url>
    <loc>https://thecontinuumbrief.com/articles/locally-adaptive-conformal-inference-for-operator-models</loc>
    <news:news>
      <news:publication>
        <news:name>The Continuum Brief</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-06-09T04:00:00+00:00</news:publication_date>
      <news:title>Locally Adaptive Conformal Inference for Operator Models</news:title>
      <news:keywords>AI, stat.ML, cs.LG</news:keywords>
    </news:news>
  </url>
  <url>
    <loc>https://thecontinuumbrief.com/articles/decentralized-online-riemannian-optimization-beyond-hadamard-manifolds</loc>
    <news:news>
      <news:publication>
        <news:name>The Continuum Brief</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-06-09T04:00:00+00:00</news:publication_date>
      <news:title>Decentralized Online Riemannian Optimization Beyond Hadamard Manifolds</news:title>
      <news:keywords>AI, math.OC, cs.LG, cs.MA</news:keywords>
    </news:news>
  </url>
  <url>
    <loc>https://thecontinuumbrief.com/articles/larp-learner-agnostic-robust-data-prefiltering</loc>
    <news:news>
      <news:publication>
        <news:name>The Continuum Brief</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-06-09T04:00:00+00:00</news:publication_date>
      <news:title>LARP: Learner-Agnostic Robust Data Prefiltering</news:title>
      <news:keywords>AI, stat.ML, cs.LG</news:keywords>
    </news:news>
  </url>
  <url>
    <loc>https://thecontinuumbrief.com/articles/analysis-of-information-theory-for-explainable-ai</loc>
    <news:news>
      <news:publication>
        <news:name>The Continuum Brief</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-06-09T04:00:00+00:00</news:publication_date>
      <news:title>Analysis of Information Theory for Explainable AI</news:title>
      <news:keywords>AI, cs.CV, cs.LG</news:keywords>
    </news:news>
  </url>
  <url>
    <loc>https://thecontinuumbrief.com/articles/a-survey-on-deep-multi-task-learning-in-connected-autonomous-vehicles</loc>
    <news:news>
      <news:publication>
        <news:name>The Continuum Brief</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-06-09T04:00:00+00:00</news:publication_date>
      <news:title>A Survey on Deep Multi-Task Learning in Connected Autonomous Vehicles</news:title>
      <news:keywords>AI, cs.RO, cs.CV, cs.LG</news:keywords>
    </news:news>
  </url>
  <url>
    <loc>https://thecontinuumbrief.com/articles/video-understanding-by-design-how-datasets-shape-video-models</loc>
    <news:news>
      <news:publication>
        <news:name>The Continuum Brief</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-06-09T04:00:00+00:00</news:publication_date>
      <news:title>Video Understanding by Design: How Datasets Shape Video Models</news:title>
      <news:keywords>AI, cs.CV, cs.AI, cs.LG</news:keywords>
    </news:news>
  </url>
  <url>
    <loc>https://thecontinuumbrief.com/articles/i-segmenter-integer-only-vision-transformer-for-efficient-semantic-segmentation</loc>
    <news:news>
      <news:publication>
        <news:name>The Continuum Brief</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-06-09T04:00:00+00:00</news:publication_date>
      <news:title>I-Segmenter: Integer-Only Vision Transformer for Efficient Semantic Segmentation</news:title>
      <news:keywords>AI, cs.CV, cs.AI, cs.LG</news:keywords>
    </news:news>
  </url>
  <url>
    <loc>https://thecontinuumbrief.com/articles/quantum-feature-map-learning-with-reduced-resource-overhead</loc>
    <news:news>
      <news:publication>
        <news:name>The Continuum Brief</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-06-09T04:00:00+00:00</news:publication_date>
      <news:title>Quantum feature-map learning with reduced resource overhead</news:title>
      <news:keywords>AI, quant-ph, cs.LG</news:keywords>
    </news:news>
  </url>
  <url>
    <loc>https://thecontinuumbrief.com/articles/mitigating-diffusion-model-hallucinations-with-dynamic-guidance</loc>
    <news:news>
      <news:publication>
        <news:name>The Continuum Brief</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-06-09T04:00:00+00:00</news:publication_date>
      <news:title>Mitigating Diffusion Model Hallucinations with Dynamic Guidance</news:title>
      <news:keywords>AI, cs.CV, cs.LG</news:keywords>
    </news:news>
  </url>
  <url>
    <loc>https://thecontinuumbrief.com/articles/attention-illuminates-llm-reasoning-the-preplan-and-anchor-rhythm-enables-fine-g</loc>
    <news:news>
      <news:publication>
        <news:name>The Continuum Brief</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-06-09T04:00:00+00:00</news:publication_date>
      <news:title>Attention Illuminates LLM Reasoning: The Preplan-and-Anchor Rhythm Enables Fine-Grained Policy Optimization</news:title>
      <news:keywords>AI, cs.CL, cs.LG</news:keywords>
    </news:news>
  </url>
  <url>
    <loc>https://thecontinuumbrief.com/articles/cryptographic-backdoor-for-neural-networks-boon-and-bane</loc>
    <news:news>
      <news:publication>
        <news:name>The Continuum Brief</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-06-09T04:00:00+00:00</news:publication_date>
      <news:title>Cryptographic Backdoor for Neural Networks: Boon and Bane</news:title>
      <news:keywords>AI, cs.CR, cs.LG</news:keywords>
    </news:news>
  </url>
  <url>
    <loc>https://thecontinuumbrief.com/articles/projection-and-quantisation-a-unifying-view-of-learning-to-hash-from-random-proj</loc>
    <news:news>
      <news:publication>
        <news:name>The Continuum Brief</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-06-09T04:00:00+00:00</news:publication_date>
      <news:title>Projection and Quantisation: A Unifying View of Learning to Hash, from Random Projections to the RAG Era</news:title>
      <news:keywords>AI, cs.IR, cs.AI, cs.CV, cs.LG</news:keywords>
    </news:news>
  </url>
  <url>
    <loc>https://thecontinuumbrief.com/articles/dendrograms-of-mixing-measures-for-softmax-gated-gaussian-mixture-of-experts-con</loc>
    <news:news>
      <news:publication>
        <news:name>The Continuum Brief</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-06-09T04:00:00+00:00</news:publication_date>
      <news:title>Dendrograms of Mixing Measures for Softmax-Gated Gaussian Mixture of Experts: Consistency Without Model Sweeps</news:title>
      <news:keywords>AI, stat.ML, cs.LG, math.ST, stat.CO, stat.ME, stat.TH</news:keywords>
    </news:news>
  </url>
  <url>
    <loc>https://thecontinuumbrief.com/articles/tao-tolerance-aware-optimistic-verification-for-floating-point-neural-networks</loc>
    <news:news>
      <news:publication>
        <news:name>The Continuum Brief</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-06-09T04:00:00+00:00</news:publication_date>
      <news:title>TAO: Tolerance-Aware Optimistic Verification for Floating-Point Neural Networks</news:title>
      <news:keywords>AI, cs.CR, cs.AI, cs.LG, cs.SY, eess.SY</news:keywords>
    </news:news>
  </url>
  <url>
    <loc>https://thecontinuumbrief.com/articles/plague-plug-and-play-framework-for-lifelong-adaptive-generation-of-multi-turn-ex</loc>
    <news:news>
      <news:publication>
        <news:name>The Continuum Brief</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-06-09T04:00:00+00:00</news:publication_date>
      <news:title>PLAGUE: Plug-and-play framework for Lifelong Adaptive Generation of Multi-turn Exploits</news:title>
      <news:keywords>AI, cs.CR, cs.AI, cs.CL, cs.LG, cs.MA</news:keywords>
    </news:news>
  </url>
  <url>
    <loc>https://thecontinuumbrief.com/articles/the-value-of-personalized-recommendations-evidence-from-netflix</loc>
    <news:news>
      <news:publication>
        <news:name>The Continuum Brief</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-06-09T04:00:00+00:00</news:publication_date>
      <news:title>The Value of Personalized Recommendations: Evidence from Netflix</news:title>
      <news:keywords>AI, econ.GN, cs.IR, cs.LG, q-fin.EC</news:keywords>
    </news:news>
  </url>
  <url>
    <loc>https://thecontinuumbrief.com/articles/correcting-mean-bias-in-text-embeddings-a-refined-renormalization-with-training-</loc>
    <news:news>
      <news:publication>
        <news:name>The Continuum Brief</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-06-09T04:00:00+00:00</news:publication_date>
      <news:title>Correcting Mean Bias in Text Embeddings: A Refined Renormalization with Training-Free Improvements on MMTEB</news:title>
      <news:keywords>AI, cs.CL, cs.AI, cs.LG</news:keywords>
    </news:news>
  </url>
  <url>
    <loc>https://thecontinuumbrief.com/articles/a-geometric-unification-of-concept-learning-with-concept-cones</loc>
    <news:news>
      <news:publication>
        <news:name>The Continuum Brief</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-06-09T04:00:00+00:00</news:publication_date>
      <news:title>A Geometric Unification of Concept Learning with Concept Cones</news:title>
      <news:keywords>AI, cs.AI, cs.CV, cs.LG</news:keywords>
    </news:news>
  </url>
  <url>
    <loc>https://thecontinuumbrief.com/articles/a-survey-of-heterogeneous-graph-neural-networks-for-cybersecurity-anomaly-detect</loc>
    <news:news>
      <news:publication>
        <news:name>The Continuum Brief</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-06-09T04:00:00+00:00</news:publication_date>
      <news:title>A Survey of Heterogeneous Graph Neural Networks for Cybersecurity Anomaly Detection</news:title>
      <news:keywords>AI, cs.CR, cs.LG</news:keywords>
    </news:news>
  </url>
  <url>
    <loc>https://thecontinuumbrief.com/articles/rlve-scaling-up-reinforcement-learning-for-language-models-with-adaptive-verifia</loc>
    <news:news>
      <news:publication>
        <news:name>The Continuum Brief</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-06-09T04:00:00+00:00</news:publication_date>
      <news:title>RLVE: Scaling Up Reinforcement Learning for Language Models with Adaptive Verifiable Environments</news:title>
      <news:keywords>AI, cs.CL, cs.LG</news:keywords>
    </news:news>
  </url>
  <url>
    <loc>https://thecontinuumbrief.com/articles/dhauds-a-dynamic-and-heterogeneous-audio-benchmark-for-test-time-adaptation</loc>
    <news:news>
      <news:publication>
        <news:name>The Continuum Brief</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-06-09T04:00:00+00:00</news:publication_date>
      <news:title>DHAuDS: A Dynamic and Heterogeneous Audio Benchmark for Test-Time Adaptation</news:title>
      <news:keywords>AI, cs.SD, cs.LG</news:keywords>
    </news:news>
  </url>
  <url>
    <loc>https://thecontinuumbrief.com/articles/gentse-enhancing-target-speaker-extraction-via-a-coarse-to-fine-generative-langu</loc>
    <news:news>
      <news:publication>
        <news:name>The Continuum Brief</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-06-09T04:00:00+00:00</news:publication_date>
      <news:title>GenTSE: Enhancing Target Speaker Extraction via a Coarse-to-Fine Generative Language Model</news:title>
      <news:keywords>AI, eess.AS, cs.AI, cs.LG</news:keywords>
    </news:news>
  </url>
  <url>
    <loc>https://thecontinuumbrief.com/articles/state-backdoor-towards-stealthy-real-world-poisoning-attack-on-vision-language-a</loc>
    <news:news>
      <news:publication>
        <news:name>The Continuum Brief</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-06-09T04:00:00+00:00</news:publication_date>
      <news:title>State Backdoor: Towards Stealthy Real-world Poisoning Attack on Vision-Language-Action Model in State Space</news:title>
      <news:keywords>AI, cs.CR, cs.LG</news:keywords>
    </news:news>
  </url>
  <url>
    <loc>https://thecontinuumbrief.com/articles/one-if-by-land-two-if-by-sea-three-if-by-four-seas-and-more-to-come-values-of-pe</loc>
    <news:news>
      <news:publication>
        <news:name>The Continuum Brief</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-06-09T04:00:00+00:00</news:publication_date>
      <news:title>One if by Land, Two if by Sea, Three if by Four Seas, and More to Come -- Values of Perception, Prediction, Communication, and Common Sense in Decision Making</news:title>
      <news:keywords>AI, cs.IT, cs.AI, cs.LG, math.IT, math.OC</news:keywords>
    </news:news>
  </url>
  <url>
    <loc>https://thecontinuumbrief.com/articles/the-flexibility-trap-rethinking-the-value-of-arbitrary-order-in-diffusion-langua</loc>
    <news:news>
      <news:publication>
        <news:name>The Continuum Brief</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-06-09T04:00:00+00:00</news:publication_date>
      <news:title>The Flexibility Trap: Rethinking the Value of Arbitrary Order in Diffusion Language Models</news:title>
      <news:keywords>AI, cs.CL, cs.AI, cs.LG</news:keywords>
    </news:news>
  </url>
  <url>
    <loc>https://thecontinuumbrief.com/articles/learning-to-optimize-by-differentiable-programming</loc>
    <news:news>
      <news:publication>
        <news:name>The Continuum Brief</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-06-09T04:00:00+00:00</news:publication_date>
      <news:title>Learning to Optimize by Differentiable Programming</news:title>
      <news:keywords>AI, cs.MS, cs.LG, math.OC</news:keywords>
    </news:news>
  </url>
  <url>
    <loc>https://thecontinuumbrief.com/articles/improving-user-experience-with-personalized-review-ranking-and-summarization</loc>
    <news:news>
      <news:publication>
        <news:name>The Continuum Brief</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-06-09T04:00:00+00:00</news:publication_date>
      <news:title>Improving User Experience with Personalized Review Ranking and Summarization</news:title>
      <news:keywords>AI, cs.IR, cs.LG</news:keywords>
    </news:news>
  </url>
  <url>
    <loc>https://thecontinuumbrief.com/articles/conditional-normalizing-flows-for-forward-and-backward-joint-state-and-parameter</loc>
    <news:news>
      <news:publication>
        <news:name>The Continuum Brief</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-06-09T04:00:00+00:00</news:publication_date>
      <news:title>Conditional Normalizing Flows for Forward and Backward Joint State and Parameter Estimation</news:title>
      <news:keywords>AI, stat.ML, cs.LG</news:keywords>
    </news:news>
  </url>
  <url>
    <loc>https://thecontinuumbrief.com/articles/multimodal-generative-engine-optimization-rank-manipulation-for-vision-language-</loc>
    <news:news>
      <news:publication>
        <news:name>The Continuum Brief</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-06-09T04:00:00+00:00</news:publication_date>
      <news:title>Multimodal Generative Engine Optimization: Rank Manipulation for Vision-Language Model Rankers</news:title>
      <news:keywords>AI, cs.CL, cs.AI, cs.LG</news:keywords>
    </news:news>
  </url>
  <url>
    <loc>https://thecontinuumbrief.com/articles/cure-curriculum-guided-multi-task-training-for-reliable-anatomy-grounded-report-</loc>
    <news:news>
      <news:publication>
        <news:name>The Continuum Brief</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-06-09T04:00:00+00:00</news:publication_date>
      <news:title>CURE: Curriculum-guided Multi-task Training for Reliable Anatomy Grounded Report Generation</news:title>
      <news:keywords>AI, cs.CV, cs.AI, cs.CL, cs.LG</news:keywords>
    </news:news>
  </url>
  <url>
    <loc>https://thecontinuumbrief.com/articles/payoff-scaling-shapes-cooperation-in-llm-agents-across-languages</loc>
    <news:news>
      <news:publication>
        <news:name>The Continuum Brief</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-06-09T04:00:00+00:00</news:publication_date>
      <news:title>Payoff scaling shapes cooperation in LLM agents across languages</news:title>
      <news:keywords>AI, cs.AI, cs.CL, cs.GT, cs.LG, cs.MA</news:keywords>
    </news:news>
  </url>
  <url>
    <loc>https://thecontinuumbrief.com/articles/solving-inverse-problems-with-flow-based-models-via-model-predictive-control</loc>
    <news:news>
      <news:publication>
        <news:name>The Continuum Brief</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-06-09T04:00:00+00:00</news:publication_date>
      <news:title>Solving Inverse Problems with Flow-based Models via Model Predictive Control</news:title>
      <news:keywords>AI, eess.IV, cs.LG</news:keywords>
    </news:news>
  </url>
  <url>
    <loc>https://thecontinuumbrief.com/articles/diverge-diversity-enhanced-rag-for-open-ended-information-seeking</loc>
    <news:news>
      <news:publication>
        <news:name>The Continuum Brief</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-06-09T04:00:00+00:00</news:publication_date>
      <news:title>DIVERGE: Diversity-Enhanced RAG for Open-Ended Information Seeking</news:title>
      <news:keywords>AI, cs.CL, cs.AI, cs.LG</news:keywords>
    </news:news>
  </url>
  <url>
    <loc>https://thecontinuumbrief.com/articles/full-batch-gradient-descent-outperforms-one-pass-sgd-sample-complexity-separatio</loc>
    <news:news>
      <news:publication>
        <news:name>The Continuum Brief</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-06-09T04:00:00+00:00</news:publication_date>
      <news:title>Full-Batch Gradient Descent Outperforms One-Pass SGD: Sample Complexity Separation in Single-Index Learning</news:title>
      <news:keywords>AI, stat.ML, cs.LG</news:keywords>
    </news:news>
  </url>
  <url>
    <loc>https://thecontinuumbrief.com/articles/mechanistic-data-attribution-tracing-the-training-origins-of-interpretable-llm-u</loc>
    <news:news>
      <news:publication>
        <news:name>The Continuum Brief</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-06-09T04:00:00+00:00</news:publication_date>
      <news:title>Mechanistic Data Attribution: Tracing the Training Origins of Interpretable LLM Units</news:title>
      <news:keywords>AI, cs.CL, cs.AI, cs.LG</news:keywords>
    </news:news>
  </url>
  <url>
    <loc>https://thecontinuumbrief.com/articles/videogpa-distilling-geometry-priors-for-3d-consistent-video-generation</loc>
    <news:news>
      <news:publication>
        <news:name>The Continuum Brief</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-06-09T04:00:00+00:00</news:publication_date>
      <news:title>VideoGPA: Distilling Geometry Priors for 3D-Consistent Video Generation</news:title>
      <news:keywords>AI, cs.CV, cs.AI, cs.LG</news:keywords>
    </news:news>
  </url>
  <url>
    <loc>https://thecontinuumbrief.com/articles/tame-a-trustworthy-test-time-evolution-of-agent-memory-with-systematic-benchmark</loc>
    <news:news>
      <news:publication>
        <news:name>The Continuum Brief</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-06-09T04:00:00+00:00</news:publication_date>
      <news:title>TAME: A Trustworthy Test-Time Evolution of Agent Memory with Systematic Benchmarking</news:title>
      <news:keywords>AI, cs.AI, cs.LG</news:keywords>
    </news:news>
  </url>
  <url>
    <loc>https://thecontinuumbrief.com/articles/performative-learning-theory</loc>
    <news:news>
      <news:publication>
        <news:name>The Continuum Brief</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-06-09T04:00:00+00:00</news:publication_date>
      <news:title>Performative Learning Theory</news:title>
      <news:keywords>AI, stat.ML, cs.AI, cs.CY, cs.LG, math.ST, stat.TH</news:keywords>
    </news:news>
  </url>
  <url>
    <loc>https://thecontinuumbrief.com/articles/improved-analysis-of-the-accelerated-noisy-power-method-with-applications-to-dec</loc>
    <news:news>
      <news:publication>
        <news:name>The Continuum Brief</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-06-09T04:00:00+00:00</news:publication_date>
      <news:title>Improved Analysis of the Accelerated Noisy Power Method with Applications to Decentralized PCA</news:title>
      <news:keywords>AI, stat.ML, cs.DC, cs.LG, cs.NA, math.NA</news:keywords>
    </news:news>
  </url>
  <url>
    <loc>https://thecontinuumbrief.com/articles/wedge-sampling-efficient-tensor-completion-with-nearly-linear-sample-complexity</loc>
    <news:news>
      <news:publication>
        <news:name>The Continuum Brief</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-06-09T04:00:00+00:00</news:publication_date>
      <news:title>Wedge Sampling: Efficient Tensor Completion with Nearly-Linear Sample Complexity</news:title>
      <news:keywords>AI, stat.ML, cs.LG, cs.NA, math.NA, math.PR, math.ST, stat.TH</news:keywords>
    </news:news>
  </url>
  <url>
    <loc>https://thecontinuumbrief.com/articles/optimizing-few-step-generation-with-adaptive-matching-distillation</loc>
    <news:news>
      <news:publication>
        <news:name>The Continuum Brief</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-06-09T04:00:00+00:00</news:publication_date>
      <news:title>Optimizing Few-Step Generation with Adaptive Matching Distillation</news:title>
      <news:keywords>AI, cs.CV, cs.LG</news:keywords>
    </news:news>
  </url>
  <url>
    <loc>https://thecontinuumbrief.com/articles/towards-personalized-bangla-book-recommendation-a-large-scale-heterogeneous-book</loc>
    <news:news>
      <news:publication>
        <news:name>The Continuum Brief</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-06-09T04:00:00+00:00</news:publication_date>
      <news:title>Towards Personalized Bangla Book Recommendation: A Large-Scale Heterogeneous Book Graph Dataset</news:title>
      <news:keywords>AI, cs.IR, cs.LG</news:keywords>
    </news:news>
  </url>
  <url>
    <loc>https://thecontinuumbrief.com/articles/ams-hd-hyperdimensional-computing-for-real-time-and-energy-efficient-acute-mount</loc>
    <news:news>
      <news:publication>
        <news:name>The Continuum Brief</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-06-09T04:00:00+00:00</news:publication_date>
      <news:title>AMS-HD: Hyperdimensional Computing for Real-Time and Energy-Efficient Acute Mountain Sickness Detection</news:title>
      <news:keywords>AI, cs.SC, cs.ET, cs.LG</news:keywords>
    </news:news>
  </url>
  <url>
    <loc>https://thecontinuumbrief.com/articles/partial-identification-under-missing-data-using-weak-shadow-variables-from-pretr</loc>
    <news:news>
      <news:publication>
        <news:name>The Continuum Brief</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-06-09T04:00:00+00:00</news:publication_date>
      <news:title>Partial Identification under Missing Data Using Weak Shadow Variables from Pretrained Models</news:title>
      <news:keywords>AI, stat.ML, cs.LG, econ.EM, stat.ME</news:keywords>
    </news:news>
  </url>
  <url>
    <loc>https://thecontinuumbrief.com/articles/helpful-to-a-fault-measuring-illicit-assistance-in-multi-turn-multilingual-llm-a</loc>
    <news:news>
      <news:publication>
        <news:name>The Continuum Brief</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-06-09T04:00:00+00:00</news:publication_date>
      <news:title>Helpful to a Fault: Measuring Illicit Assistance in Multi-Turn, Multilingual LLM Agents</news:title>
      <news:keywords>AI, cs.CL, cs.LG</news:keywords>
    </news:news>
  </url>
  <url>
    <loc>https://thecontinuumbrief.com/articles/pathosage-towards-multi-source-evidence-adjudication-in-pathology-via-experience</loc>
    <news:news>
      <news:publication>
        <news:name>The Continuum Brief</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-06-09T04:00:00+00:00</news:publication_date>
      <news:title>PathoSage: Towards Multi-Source Evidence Adjudication in Pathology via Experience-Aware Agentic Workflow</news:title>
      <news:keywords>AI, cs.AI, cs.MA</news:keywords>
    </news:news>
  </url>
  <url>
    <loc>https://thecontinuumbrief.com/articles/some-hypotheses-on-how-chatbots-work-in-problem-solving-driven-conversations-lar</loc>
    <news:news>
      <news:publication>
        <news:name>The Continuum Brief</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-06-09T04:00:00+00:00</news:publication_date>
      <news:title>Some hypotheses on how chatbots work in problem-solving-driven conversations. Large Language Models as confirmation of the Innovation Illusion</news:title>
      <news:keywords>AI, cs.AI</news:keywords>
    </news:news>
  </url>
  <url>
    <loc>https://thecontinuumbrief.com/articles/beyond-goodharts-law-a-dynamic-benchmark-for-evaluating-compliance-in-multi-agen</loc>
    <news:news>
      <news:publication>
        <news:name>The Continuum Brief</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-06-09T04:00:00+00:00</news:publication_date>
      <news:title>Beyond Goodhart&apos;s Law: A Dynamic Benchmark for Evaluating Compliance in Multi-Agent Systems</news:title>
      <news:keywords>AI, cs.AI, cs.MA</news:keywords>
    </news:news>
  </url>
  <url>
    <loc>https://thecontinuumbrief.com/articles/scaling-participation-in-modular-ai-systems</loc>
    <news:news>
      <news:publication>
        <news:name>The Continuum Brief</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-06-09T04:00:00+00:00</news:publication_date>
      <news:title>Scaling Participation in Modular AI Systems</news:title>
      <news:keywords>AI, cs.AI, cs.CL</news:keywords>
    </news:news>
  </url>
  <url>
    <loc>https://thecontinuumbrief.com/articles/omnimem-perturbation-aware-memory-compression-for-streaming-audio-visual-llms</loc>
    <news:news>
      <news:publication>
        <news:name>The Continuum Brief</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-06-09T04:00:00+00:00</news:publication_date>
      <news:title>OmniMem: Perturbation-aware Memory Compression for Streaming Audio-Visual LLMs</news:title>
      <news:keywords>AI, cs.AI, cs.CV, cs.SD, eess.AS</news:keywords>
    </news:news>
  </url>
  <url>
    <loc>https://thecontinuumbrief.com/articles/automatic-extraction-of-structured-information-from-brain-mri-reports-using-an-o</loc>
    <news:news>
      <news:publication>
        <news:name>The Continuum Brief</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-06-09T04:00:00+00:00</news:publication_date>
      <news:title>Automatic Extraction of Structured Information from Brain MRI Reports Using an Open-Weight Large Language Model</news:title>
      <news:keywords>AI, cs.AI</news:keywords>
    </news:news>
  </url>
  <url>
    <loc>https://thecontinuumbrief.com/articles/improving-multimodal-reasoning-via-worst-dimension-optimization</loc>
    <news:news>
      <news:publication>
        <news:name>The Continuum Brief</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-06-09T04:00:00+00:00</news:publication_date>
      <news:title>Improving Multimodal Reasoning via Worst Dimension Optimization</news:title>
      <news:keywords>AI, cs.AI</news:keywords>
    </news:news>
  </url>
  <url>
    <loc>https://thecontinuumbrief.com/articles/where-instruction-hierarchy-breaks-diagnosing-and-repairing-failures-in-reasonin</loc>
    <news:news>
      <news:publication>
        <news:name>The Continuum Brief</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-06-09T04:00:00+00:00</news:publication_date>
      <news:title>Where Instruction Hierarchy Breaks: Diagnosing and Repairing Failures in Reasoning Language Models</news:title>
      <news:keywords>AI, cs.AI</news:keywords>
    </news:news>
  </url>
  <url>
    <loc>https://thecontinuumbrief.com/articles/overcoming-the-regulatory-bottleneck-via-agent-to-agent-protocols-a-nuclear-case</loc>
    <news:news>
      <news:publication>
        <news:name>The Continuum Brief</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-06-09T04:00:00+00:00</news:publication_date>
      <news:title>Overcoming the Regulatory Bottleneck via Agent-to-Agent Protocols: A Nuclear Case Study</news:title>
      <news:keywords>AI, cs.AI, cs.MA</news:keywords>
    </news:news>
  </url>
  <url>
    <loc>https://thecontinuumbrief.com/articles/the-ai-epistemic-deference-index-a-continuous-measure-of-sycophancy</loc>
    <news:news>
      <news:publication>
        <news:name>The Continuum Brief</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-06-09T04:00:00+00:00</news:publication_date>
      <news:title>The AI Epistemic Deference Index: A Continuous Measure of Sycophancy</news:title>
      <news:keywords>AI, cs.AI, cs.HC</news:keywords>
    </news:news>
  </url>
  <url>
    <loc>https://thecontinuumbrief.com/articles/memtoolagent-overview-with-a-simple-restaurant-booking-scenario-where-the-agent-</loc>
    <news:news>
      <news:publication>
        <news:name>The Continuum Brief</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-06-09T04:00:00+00:00</news:publication_date>
      <news:title>MemToolAgent overview with a simple restaurant booking scenario where the agent retrieves similar memories, receives feedback on an invalid time format, and generates a reflection to update its memory</news:title>
      <news:keywords>AI, cs.AI, cs.CL</news:keywords>
    </news:news>
  </url>
  <url>
    <loc>https://thecontinuumbrief.com/articles/the-cifar-synthetic-evidence-corpus-for-detecting-ai-generated-evidence</loc>
    <news:news>
      <news:publication>
        <news:name>The Continuum Brief</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-06-09T04:00:00+00:00</news:publication_date>
      <news:title>The CIFAR Synthetic Evidence Corpus for Detecting AI-Generated Evidence</news:title>
      <news:keywords>AI, cs.AI</news:keywords>
    </news:news>
  </url>
  <url>
    <loc>https://thecontinuumbrief.com/articles/safety-is-contextual-llm-judges-are-not-navigating-the-rigid-priors-of-evaluator</loc>
    <news:news>
      <news:publication>
        <news:name>The Continuum Brief</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-06-09T04:00:00+00:00</news:publication_date>
      <news:title>Safety is Contextual, LLM-Judges Are Not: Navigating the Rigid Priors of Evaluators</news:title>
      <news:keywords>AI, cs.AI</news:keywords>
    </news:news>
  </url>
  <url>
    <loc>https://thecontinuumbrief.com/articles/contract2tool-learning-preconditions-and-effects-for-reliable-tool-augmented-llm</loc>
    <news:news>
      <news:publication>
        <news:name>The Continuum Brief</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-06-09T04:00:00+00:00</news:publication_date>
      <news:title>Contract2Tool: Learning Preconditions and Effects for Reliable Tool-Augmented LLM Agents</news:title>
      <news:keywords>AI, cs.AI, cs.SE</news:keywords>
    </news:news>
  </url>
  <url>
    <loc>https://thecontinuumbrief.com/articles/editsr-enhancing-neural-symbolic-regression-via-edit-based-rectification</loc>
    <news:news>
      <news:publication>
        <news:name>The Continuum Brief</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-06-09T04:00:00+00:00</news:publication_date>
      <news:title>EditSR: Enhancing Neural Symbolic Regression via Edit-based Rectification</news:title>
      <news:keywords>AI, cs.AI</news:keywords>
    </news:news>
  </url>
  <url>
    <loc>https://thecontinuumbrief.com/articles/stress-testing-medical-large-language-models-reveals-latent-safety-pathology-bey</loc>
    <news:news>
      <news:publication>
        <news:name>The Continuum Brief</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-06-09T04:00:00+00:00</news:publication_date>
      <news:title>Stress-testing medical large language models reveals latent safety pathology beyond benchmark accuracy</news:title>
      <news:keywords>AI, cs.AI</news:keywords>
    </news:news>
  </url>
  <url>
    <loc>https://thecontinuumbrief.com/articles/unification-of-closed-open-industrial-detection-scenarios-new-large-scale-benchm</loc>
    <news:news>
      <news:publication>
        <news:name>The Continuum Brief</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-06-09T04:00:00+00:00</news:publication_date>
      <news:title>Unification of Closed-Open Industrial Detection Scenarios: New Large-Scale Benchmarks,Challenges and Baselines</news:title>
      <news:keywords>AI, cs.AI</news:keywords>
    </news:news>
  </url>
  <url>
    <loc>https://thecontinuumbrief.com/articles/shared-latent-structures-enable-unified-backdoor-detection-and-mitigation-in-llm</loc>
    <news:news>
      <news:publication>
        <news:name>The Continuum Brief</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-06-09T04:00:00+00:00</news:publication_date>
      <news:title>Shared Latent Structures Enable Unified Backdoor Detection and Mitigation in LLMs</news:title>
      <news:keywords>AI, cs.AI, cs.CL</news:keywords>
    </news:news>
  </url>
  <url>
    <loc>https://thecontinuumbrief.com/articles/pafo-pareto-fairness-optimization-for-personalized-reward-modeling</loc>
    <news:news>
      <news:publication>
        <news:name>The Continuum Brief</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-06-09T04:00:00+00:00</news:publication_date>
      <news:title>PAFO: Pareto Fairness Optimization for Personalized Reward Modeling</news:title>
      <news:keywords>AI, cs.AI</news:keywords>
    </news:news>
  </url>
  <url>
    <loc>https://thecontinuumbrief.com/articles/efficient-skill-grounding-via-code-refactoring-with-small-language-models</loc>
    <news:news>
      <news:publication>
        <news:name>The Continuum Brief</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-06-09T04:00:00+00:00</news:publication_date>
      <news:title>Efficient Skill Grounding via Code Refactoring with Small Language Models</news:title>
      <news:keywords>AI, cs.AI</news:keywords>
    </news:news>
  </url>
  <url>
    <loc>https://thecontinuumbrief.com/articles/zero-shot-learning-in-industrial-scenarios-new-large-scale-benchmark-challenges-</loc>
    <news:news>
      <news:publication>
        <news:name>The Continuum Brief</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-06-09T04:00:00+00:00</news:publication_date>
      <news:title>Zero-Shot Learning in Industrial Scenarios: New Large-Scale Benchmark, Challenges and Baseline</news:title>
      <news:keywords>AI, cs.AI</news:keywords>
    </news:news>
  </url>
  <url>
    <loc>https://thecontinuumbrief.com/articles/vats-exploiting-implicit-authority-in-error-path-injection-via-systematic-mutati</loc>
    <news:news>
      <news:publication>
        <news:name>The Continuum Brief</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-06-09T04:00:00+00:00</news:publication_date>
      <news:title>VATS: Exploiting Implicit Authority in Error-Path Injection via Systematic Mutation</news:title>
      <news:keywords>AI, cs.AI, cs.CR, cs.SE</news:keywords>
    </news:news>
  </url>
  <url>
    <loc>https://thecontinuumbrief.com/articles/uniql-towards-dialect-universal-benchmarking-for-text-to-sql</loc>
    <news:news>
      <news:publication>
        <news:name>The Continuum Brief</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-06-09T04:00:00+00:00</news:publication_date>
      <news:title>UniQL: Towards Dialect-Universal Benchmarking for Text-to-SQL</news:title>
      <news:keywords>AI, cs.AI</news:keywords>
    </news:news>
  </url>
  <url>
    <loc>https://thecontinuumbrief.com/articles/skillnb-selective-formalization-and-gated-execution-for-durable-agent-workflows</loc>
    <news:news>
      <news:publication>
        <news:name>The Continuum Brief</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-06-09T04:00:00+00:00</news:publication_date>
      <news:title>SKILL.nb: Selective Formalization and Gated Execution for Durable Agent Workflows</news:title>
      <news:keywords>AI, cs.AI, cs.MA</news:keywords>
    </news:news>
  </url>
  <url>
    <loc>https://thecontinuumbrief.com/articles/a-multi-modal-agentic-co-pilot-for-evidence-grounded-computational-pathology</loc>
    <news:news>
      <news:publication>
        <news:name>The Continuum Brief</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-06-09T04:00:00+00:00</news:publication_date>
      <news:title>A Multi-modal Agentic Co-pilot for Evidence Grounded Computational Pathology</news:title>
      <news:keywords>AI, cs.AI</news:keywords>
    </news:news>
  </url>
  <url>
    <loc>https://thecontinuumbrief.com/articles/pace-anytime-valid-acceptance-tests-for-self-evolving-agents</loc>
    <news:news>
      <news:publication>
        <news:name>The Continuum Brief</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-06-09T04:00:00+00:00</news:publication_date>
      <news:title>PACE: Anytime-Valid Acceptance Tests for Self-Evolving Agents</news:title>
      <news:keywords>AI, cs.AI, cs.MA</news:keywords>
    </news:news>
  </url>
  <url>
    <loc>https://thecontinuumbrief.com/articles/cross-llm-consistency-in-inference-evidence-from-shared-interactions</loc>
    <news:news>
      <news:publication>
        <news:name>The Continuum Brief</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-06-09T04:00:00+00:00</news:publication_date>
      <news:title>Cross-LLM Consistency in Inference: Evidence from Shared Interactions</news:title>
      <news:keywords>AI, cs.AI</news:keywords>
    </news:news>
  </url>
  <url>
    <loc>https://thecontinuumbrief.com/articles/decision-aware-memory-cards-counterfactual-inspired-context-selection-and-compre</loc>
    <news:news>
      <news:publication>
        <news:name>The Continuum Brief</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-06-09T04:00:00+00:00</news:publication_date>
      <news:title>Decision-Aware Memory Cards: Counterfactual-Inspired Context Selection and Compression for Tool-Using LLM Agents</news:title>
      <news:keywords>AI, cs.AI</news:keywords>
    </news:news>
  </url>
  <url>
    <loc>https://thecontinuumbrief.com/articles/think-before-you-act-intention-guided-reasoning-for-llm-based-location-predictio</loc>
    <news:news>
      <news:publication>
        <news:name>The Continuum Brief</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-06-09T04:00:00+00:00</news:publication_date>
      <news:title>Think Before You Act: Intention-Guided Reasoning for LLM-Based Location Prediction</news:title>
      <news:keywords>AI, cs.AI</news:keywords>
    </news:news>
  </url>
  <url>
    <loc>https://thecontinuumbrief.com/articles/sage-an-llm-driven-self-reflective-agentic-framework-for-fraud-detection</loc>
    <news:news>
      <news:publication>
        <news:name>The Continuum Brief</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-06-09T04:00:00+00:00</news:publication_date>
      <news:title>SAGE: An LLM-driven Self Reflective Agentic Framework for Fraud Detection</news:title>
      <news:keywords>AI, cs.AI</news:keywords>
    </news:news>
  </url>
  <url>
    <loc>https://thecontinuumbrief.com/articles/when-no-answer-is-correct-diagnosing-absent-answer-detection-for-mllms-in-video-</loc>
    <news:news>
      <news:publication>
        <news:name>The Continuum Brief</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-06-09T04:00:00+00:00</news:publication_date>
      <news:title>When No Answer Is Correct: Diagnosing Absent Answer Detection for MLLMs in Video Understanding</news:title>
      <news:keywords>AI, cs.AI, cs.CL, cs.CV</news:keywords>
    </news:news>
  </url>
  <url>
    <loc>https://thecontinuumbrief.com/articles/from-validator-selection-to-portfolio-collection-optimization-in-proof-of-stake-</loc>
    <news:news>
      <news:publication>
        <news:name>The Continuum Brief</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-06-09T04:00:00+00:00</news:publication_date>
      <news:title>From Validator Selection to Portfolio Collection Optimization in Proof-of-Stake Blockchains</news:title>
      <news:keywords>AI, cs.AI</news:keywords>
    </news:news>
  </url>
  <url>
    <loc>https://thecontinuumbrief.com/articles/scitrace-trajectory-aware-safety-reasoning-for-scientific-discovery-agents</loc>
    <news:news>
      <news:publication>
        <news:name>The Continuum Brief</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-06-09T04:00:00+00:00</news:publication_date>
      <news:title>SciTrace: Trajectory-Aware Safety Reasoning for Scientific Discovery Agents</news:title>
      <news:keywords>AI, cs.AI</news:keywords>
    </news:news>
  </url>
  <url>
    <loc>https://thecontinuumbrief.com/articles/traxia-a-framework-for-verifiable-agent-native-scientific-publishing</loc>
    <news:news>
      <news:publication>
        <news:name>The Continuum Brief</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-06-09T04:00:00+00:00</news:publication_date>
      <news:title>Traxia: A Framework for Verifiable, Agent-Native Scientific Publishing</news:title>
      <news:keywords>AI, cs.AI</news:keywords>
    </news:news>
  </url>
  <url>
    <loc>https://thecontinuumbrief.com/articles/beyond-agent-architecture-execution-assumptions-and-reproducibility-in-llm-based</loc>
    <news:news>
      <news:publication>
        <news:name>The Continuum Brief</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-06-09T04:00:00+00:00</news:publication_date>
      <news:title>Beyond Agent Architecture: Execution Assumptions and Reproducibility in LLM-Based Trading Systems</news:title>
      <news:keywords>AI, cs.AI, cs.CE, q-fin.CP, q-fin.TR</news:keywords>
    </news:news>
  </url>
  <url>
    <loc>https://thecontinuumbrief.com/articles/neuro-symbolic-injection-of-ltlf-constraints-in-autoregressive-reinforcement-lea</loc>
    <news:news>
      <news:publication>
        <news:name>The Continuum Brief</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-06-09T04:00:00+00:00</news:publication_date>
      <news:title>Neuro-Symbolic Injection of LTLf Constraints in Autoregressive Reinforcement Learning Policies</news:title>
      <news:keywords>AI, cs.AI, cs.FL</news:keywords>
    </news:news>
  </url>
  <url>
    <loc>https://thecontinuumbrief.com/articles/ablation-reversible-heads-dont-transfer-a-stress-test-for-mechanistic-role-claim</loc>
    <news:news>
      <news:publication>
        <news:name>The Continuum Brief</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-06-09T04:00:00+00:00</news:publication_date>
      <news:title>Ablation-Reversible Heads Don&apos;t Transfer: A Stress Test for Mechanistic Role Claims in Transformers</news:title>
      <news:keywords>AI, cs.AI</news:keywords>
    </news:news>
  </url>
  <url>
    <loc>https://thecontinuumbrief.com/articles/to-nuke-or-not-to-nuke-llms-missing-ethical-reasoning-and-actions-in-a-high-stak</loc>
    <news:news>
      <news:publication>
        <news:name>The Continuum Brief</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-06-09T04:00:00+00:00</news:publication_date>
      <news:title>To Nuke or Not to Nuke: LLMs&apos; (Missing) Ethical Reasoning and Actions in a High-Stakes Decision-Making Simulation</news:title>
      <news:keywords>AI, cs.AI, cs.MA</news:keywords>
    </news:news>
  </url>
  <url>
    <loc>https://thecontinuumbrief.com/articles/curation-of-a-cardiology-interface-terminology-for-highlighting-electronic-healt</loc>
    <news:news>
      <news:publication>
        <news:name>The Continuum Brief</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-06-09T04:00:00+00:00</news:publication_date>
      <news:title>Curation of a Cardiology Interface Terminology for Highlighting Electronic Health Records using Machine Learning</news:title>
      <news:keywords>AI, cs.AI</news:keywords>
    </news:news>
  </url>
  <url>
    <loc>https://thecontinuumbrief.com/articles/integrating-deep-learning-demand-forecasting-with-multi-objective-optimization-f</loc>
    <news:news>
      <news:publication>
        <news:name>The Continuum Brief</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-06-09T04:00:00+00:00</news:publication_date>
      <news:title>Integrating Deep Learning Demand Forecasting with Multi-Objective Optimization for Circular Coffee Supply Chains: A Data-Driven Framework for Cost, Emissions, and Freshness Management</news:title>
      <news:keywords>AI, cs.AI</news:keywords>
    </news:news>
  </url>
  <url>
    <loc>https://thecontinuumbrief.com/articles/self-evolving-scientific-agent-discovers-generalizable-physically-reasoned-fluid</loc>
    <news:news>
      <news:publication>
        <news:name>The Continuum Brief</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-06-09T04:00:00+00:00</news:publication_date>
      <news:title>Self-Evolving Scientific Agent Discovers Generalizable Physically-Reasoned Fluid Control</news:title>
      <news:keywords>AI, cs.AI, physics.flu-dyn</news:keywords>
    </news:news>
  </url>
  <url>
    <loc>https://thecontinuumbrief.com/articles/gift-llm-guided-state-reward-interface-for-financial-reinforcement-learning</loc>
    <news:news>
      <news:publication>
        <news:name>The Continuum Brief</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-06-09T04:00:00+00:00</news:publication_date>
      <news:title>GIFT: LLM-Guided State-Reward Interface for Financial Reinforcement Learning</news:title>
      <news:keywords>AI, cs.AI</news:keywords>
    </news:news>
  </url>
  <url>
    <loc>https://thecontinuumbrief.com/articles/testing-the-black-box-structural-barriers-to-independent-evaluation-of-consumer-</loc>
    <news:news>
      <news:publication>
        <news:name>The Continuum Brief</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-06-09T04:00:00+00:00</news:publication_date>
      <news:title>Testing the Black Box: Structural Barriers to Independent Evaluation of Consumer-Facing Health LLMs</news:title>
      <news:keywords>AI, cs.AI</news:keywords>
    </news:news>
  </url>
  <url>
    <loc>https://thecontinuumbrief.com/articles/explaining-black-box-language-models-learning-to-optimize-linguistically-structu</loc>
    <news:news>
      <news:publication>
        <news:name>The Continuum Brief</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-06-09T04:00:00+00:00</news:publication_date>
      <news:title>Explaining Black-Box Language Models: Learning to Optimize Linguistically-Structured Word Subsets</news:title>
      <news:keywords>AI, cs.AI, cs.CL</news:keywords>
    </news:news>
  </url>
  <url>
    <loc>https://thecontinuumbrief.com/articles/trajectory-refined-distillation</loc>
    <news:news>
      <news:publication>
        <news:name>The Continuum Brief</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-06-09T04:00:00+00:00</news:publication_date>
      <news:title>Trajectory-Refined Distillation</news:title>
      <news:keywords>AI, cs.AI</news:keywords>
    </news:news>
  </url>
  <url>
    <loc>https://thecontinuumbrief.com/articles/a-variability-based-framework-for-interpretable-naming-in-formal-and-relational-</loc>
    <news:news>
      <news:publication>
        <news:name>The Continuum Brief</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-06-09T04:00:00+00:00</news:publication_date>
      <news:title>A Variability-Based Framework for Interpretable Naming in Formal and Relational Concept Analysis</news:title>
      <news:keywords>AI, cs.AI</news:keywords>
    </news:news>
  </url>
  <url>
    <loc>https://thecontinuumbrief.com/articles/what-makes-a-desired-graph-for-relational-deep-learning</loc>
    <news:news>
      <news:publication>
        <news:name>The Continuum Brief</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-06-09T04:00:00+00:00</news:publication_date>
      <news:title>What Makes a Desired Graph for Relational Deep Learning?</news:title>
      <news:keywords>AI, cs.AI</news:keywords>
    </news:news>
  </url>
  <url>
    <loc>https://thecontinuumbrief.com/articles/standpoint-logics-with-defeasible-beliefs</loc>
    <news:news>
      <news:publication>
        <news:name>The Continuum Brief</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-06-09T04:00:00+00:00</news:publication_date>
      <news:title>Standpoint Logics with Defeasible Beliefs</news:title>
      <news:keywords>AI, cs.AI, cs.LO</news:keywords>
    </news:news>
  </url>
  <url>
    <loc>https://thecontinuumbrief.com/articles/vesta-a-fully-automated-scenario-generation-and-safety-evaluation-framework-for-</loc>
    <news:news>
      <news:publication>
        <news:name>The Continuum Brief</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-06-09T04:00:00+00:00</news:publication_date>
      <news:title>VESTA: A Fully Automated Scenario Generation and Safety Evaluation Framework for LLM Agents</news:title>
      <news:keywords>AI, cs.AI</news:keywords>
    </news:news>
  </url>
  <url>
    <loc>https://thecontinuumbrief.com/articles/agenttrust-a-self-improving-trust-layer-for-ai-agent-actions</loc>
    <news:news>
      <news:publication>
        <news:name>The Continuum Brief</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-06-09T04:00:00+00:00</news:publication_date>
      <news:title>AgentTrust: A Self-Improving Trust Layer for AI-Agent Actions</news:title>
      <news:keywords>AI, cs.AI</news:keywords>
    </news:news>
  </url>
  <url>
    <loc>https://thecontinuumbrief.com/articles/quantitative-promise-theory-intentionality-and-inference-in-autonomous-agents</loc>
    <news:news>
      <news:publication>
        <news:name>The Continuum Brief</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-06-09T04:00:00+00:00</news:publication_date>
      <news:title>Quantitative Promise Theory: Intentionality and Inference in Autonomous Agents</news:title>
      <news:keywords>AI, cs.AI, cs.MA, cs.NE, physics.data-an</news:keywords>
    </news:news>
  </url>
  <url>
    <loc>https://thecontinuumbrief.com/articles/ina-probe-instruction-aware-active-probing-for-time-series-forecasting-with-llms</loc>
    <news:news>
      <news:publication>
        <news:name>The Continuum Brief</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-06-09T04:00:00+00:00</news:publication_date>
      <news:title>InA-Probe: Instruction-Aware Active Probing for Time Series Forecasting with LLMs</news:title>
      <news:keywords>AI, cs.AI</news:keywords>
    </news:news>
  </url>
  <url>
    <loc>https://thecontinuumbrief.com/articles/dn-hypo-pipeline-an-ai-driven-workflow-for-hypothesis-generation-via-large-langu</loc>
    <news:news>
      <news:publication>
        <news:name>The Continuum Brief</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-06-09T04:00:00+00:00</news:publication_date>
      <news:title>DN-Hypo-Pipeline: An AI-Driven Workflow for Hypothesis Generation via Large Language Models and Scientific Explanations</news:title>
      <news:keywords>AI, cs.AI</news:keywords>
    </news:news>
  </url>
  <url>
    <loc>https://thecontinuumbrief.com/articles/paec-position-aware-entropy-calibration-for-llm-reasoning-in-rlvr</loc>
    <news:news>
      <news:publication>
        <news:name>The Continuum Brief</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-06-09T04:00:00+00:00</news:publication_date>
      <news:title>PAEC: Position-Aware Entropy Calibration for LLM Reasoning in RLVR</news:title>
      <news:keywords>AI, cs.AI</news:keywords>
    </news:news>
  </url>
  <url>
    <loc>https://thecontinuumbrief.com/articles/distilling-llm-reasoning-into-an-interpretable-policy-tree-for-human-ai-collabor</loc>
    <news:news>
      <news:publication>
        <news:name>The Continuum Brief</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-06-09T04:00:00+00:00</news:publication_date>
      <news:title>Distilling LLM Reasoning into an Interpretable Policy Tree for Human-AI Collaboration</news:title>
      <news:keywords>AI, cs.AI, cs.HC</news:keywords>
    </news:news>
  </url>
  <url>
    <loc>https://thecontinuumbrief.com/articles/conmem-structured-memory-guided-adaptation-in-training-free-multi-agent-systems</loc>
    <news:news>
      <news:publication>
        <news:name>The Continuum Brief</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-06-09T04:00:00+00:00</news:publication_date>
      <news:title>ConMem: Structured Memory-Guided Adaptation in Training-Free Multi-Agent Systems</news:title>
      <news:keywords>AI, cs.AI</news:keywords>
    </news:news>
  </url>
  <url>
    <loc>https://thecontinuumbrief.com/articles/extending-ontologies-from-dense-embeddings-to-hybrid-quantum-fuzzy-systems</loc>
    <news:news>
      <news:publication>
        <news:name>The Continuum Brief</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-06-09T04:00:00+00:00</news:publication_date>
      <news:title>Extending Ontologies: From Dense Embeddings to Hybrid Quantum-Fuzzy Systems</news:title>
      <news:keywords>AI, cs.AI, cs.LO</news:keywords>
    </news:news>
  </url>
  <url>
    <loc>https://thecontinuumbrief.com/articles/structure-conditioned-actor-critic-branches-for-quality-diversity-reinforcement-</loc>
    <news:news>
      <news:publication>
        <news:name>The Continuum Brief</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-06-09T04:00:00+00:00</news:publication_date>
      <news:title>Structure-Conditioned Actor-Critic Branches for Quality-Diversity Reinforcement Learning</news:title>
      <news:keywords>AI, cs.AI</news:keywords>
    </news:news>
  </url>
  <url>
    <loc>https://thecontinuumbrief.com/articles/bridging-expert-knowledge-and-automated-feature-engineering-via-self-evolution</loc>
    <news:news>
      <news:publication>
        <news:name>The Continuum Brief</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-06-09T04:00:00+00:00</news:publication_date>
      <news:title>Bridging Expert Knowledge and Automated Feature Engineering via Self-Evolution</news:title>
      <news:keywords>AI, cs.AI</news:keywords>
    </news:news>
  </url>
  <url>
    <loc>https://thecontinuumbrief.com/articles/rails-verification-native-clearing-for-agentic-commerce</loc>
    <news:news>
      <news:publication>
        <news:name>The Continuum Brief</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-06-09T04:00:00+00:00</news:publication_date>
      <news:title>RAILS: Verification-Native Clearing For Agentic Commerce</news:title>
      <news:keywords>AI, cs.AI, cs.CR, cs.MA</news:keywords>
    </news:news>
  </url>
  <url>
    <loc>https://thecontinuumbrief.com/articles/rtl-benchls-a-large-scale-benchmark-for-rtl-reasoning-and-generation-with-large-</loc>
    <news:news>
      <news:publication>
        <news:name>The Continuum Brief</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-06-09T04:00:00+00:00</news:publication_date>
      <news:title>RTL-BenchLS: A Large-Scale Benchmark for RTL Reasoning and Generation with Large Language Models</news:title>
      <news:keywords>AI, cs.AI</news:keywords>
    </news:news>
  </url>
  <url>
    <loc>https://thecontinuumbrief.com/articles/baichuan-m4-a-clinical-grade-medical-agent-system-for-continuous-care</loc>
    <news:news>
      <news:publication>
        <news:name>The Continuum Brief</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-06-09T04:00:00+00:00</news:publication_date>
      <news:title>Baichuan-M4: A Clinical-Grade Medical Agent System for Continuous Care</news:title>
      <news:keywords>AI, cs.AI</news:keywords>
    </news:news>
  </url>
  <url>
    <loc>https://thecontinuumbrief.com/articles/lattearena-an-evaluation-framework-for-llm-powered-tabular-feature-engineering-e</loc>
    <news:news>
      <news:publication>
        <news:name>The Continuum Brief</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-06-09T04:00:00+00:00</news:publication_date>
      <news:title>LATTEArena: An Evaluation Framework for LLM-powered Tabular Feature Engineering (Extended Version)</news:title>
      <news:keywords>AI, cs.AI</news:keywords>
    </news:news>
  </url>
  <url>
    <loc>https://thecontinuumbrief.com/articles/personalization-meets-safetymechanismsrisksand-mitigations-in-personalized-llms</loc>
    <news:news>
      <news:publication>
        <news:name>The Continuum Brief</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-06-09T04:00:00+00:00</news:publication_date>
      <news:title>Personalization Meets Safety:Mechanisms,Risks,and Mitigations in Personalized LLMs</news:title>
      <news:keywords>AI, cs.AI</news:keywords>
    </news:news>
  </url>
  <url>
    <loc>https://thecontinuumbrief.com/articles/reflect-intervention-supported-error-attribution-for-silent-failures-in-llm-agen</loc>
    <news:news>
      <news:publication>
        <news:name>The Continuum Brief</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-06-09T04:00:00+00:00</news:publication_date>
      <news:title>REFLECT: Intervention-Supported Error Attribution for Silent Failures in LLM Agent Traces</news:title>
      <news:keywords>AI, cs.AI</news:keywords>
    </news:news>
  </url>
  <url>
    <loc>https://thecontinuumbrief.com/articles/the-token-not-taken-sampling-state-and-the-variability-of-ai-agent-outputs</loc>
    <news:news>
      <news:publication>
        <news:name>The Continuum Brief</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-06-09T04:00:00+00:00</news:publication_date>
      <news:title>The Token Not Taken: Sampling, State, and the Variability of AI Agent Outputs</news:title>
      <news:keywords>AI, cs.AI, cs.CY, econ.GN, q-fin.EC</news:keywords>
    </news:news>
  </url>
  <url>
    <loc>https://thecontinuumbrief.com/articles/a-multi-agent-system-for-ipmsm-design-optimization-via-an-fea-ai-hybrid-approach</loc>
    <news:news>
      <news:publication>
        <news:name>The Continuum Brief</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-06-09T04:00:00+00:00</news:publication_date>
      <news:title>A Multi-Agent System for IPMSM Design Optimization via an FEA-AI Hybrid Approach</news:title>
      <news:keywords>AI, cs.AI, cs.MA</news:keywords>
    </news:news>
  </url>
  <url>
    <loc>https://thecontinuumbrief.com/articles/agent-economics-an-entropy-controlled-pluralistic-alignment-framework-for-preven</loc>
    <news:news>
      <news:publication>
        <news:name>The Continuum Brief</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-06-09T04:00:00+00:00</news:publication_date>
      <news:title>Agent Economics: An Entropy-Controlled Pluralistic Alignment Framework for Preventing Artificial Hivemind in Autonomous Agents</news:title>
      <news:keywords>AI, cs.AI</news:keywords>
    </news:news>
  </url>
  <url>
    <loc>https://thecontinuumbrief.com/articles/dynaod-dynamic-origin-destination-flow-generation-with-discrete-to-continuous-te</loc>
    <news:news>
      <news:publication>
        <news:name>The Continuum Brief</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-06-09T04:00:00+00:00</news:publication_date>
      <news:title>DynaOD: Dynamic Origin-Destination Flow Generation with Discrete-to-Continuous Temporal Semantic Modeling</news:title>
      <news:keywords>AI, cs.AI</news:keywords>
    </news:news>
  </url>
  <url>
    <loc>https://thecontinuumbrief.com/articles/graph2idearetrieval-augmented-scientific-idea-generation-with-graph-structured-c</loc>
    <news:news>
      <news:publication>
        <news:name>The Continuum Brief</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-06-09T04:00:00+00:00</news:publication_date>
      <news:title>Graph2Idea:Retrieval-Augmented Scientific Idea Generation with Graph-Structured Contexts</news:title>
      <news:keywords>AI, cs.AI</news:keywords>
    </news:news>
  </url>
  <url>
    <loc>https://thecontinuumbrief.com/articles/a-regret-minimization-framework-on-preference-learning-in-large-language-models</loc>
    <news:news>
      <news:publication>
        <news:name>The Continuum Brief</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-06-09T04:00:00+00:00</news:publication_date>
      <news:title>A Regret Minimization Framework on Preference Learning in Large Language Models</news:title>
      <news:keywords>AI, cs.AI</news:keywords>
    </news:news>
  </url>
  <url>
    <loc>https://thecontinuumbrief.com/articles/vision-language-model-helps-private-information-de-identification-in-vision-data</loc>
    <news:news>
      <news:publication>
        <news:name>The Continuum Brief</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-06-09T04:00:00+00:00</news:publication_date>
      <news:title>Vision Language Model Helps Private Information De-Identification in Vision Data</news:title>
      <news:keywords>AI, cs.AI</news:keywords>
    </news:news>
  </url>
  <url>
    <loc>https://thecontinuumbrief.com/articles/imug-bench-benchmarking-unified-multimodal-models-on-interleaved-understanding-a</loc>
    <news:news>
      <news:publication>
        <news:name>The Continuum Brief</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-06-09T04:00:00+00:00</news:publication_date>
      <news:title>IMUG-Bench: Benchmarking Unified Multimodal Models on Interleaved Understanding and Generation</news:title>
      <news:keywords>AI, cs.AI, cs.CV, cs.MM</news:keywords>
    </news:news>
  </url>
  <url>
    <loc>https://thecontinuumbrief.com/articles/complexconstraints-and-beyond-expert-rubrics-for-rlvr</loc>
    <news:news>
      <news:publication>
        <news:name>The Continuum Brief</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-06-09T04:00:00+00:00</news:publication_date>
      <news:title>ComplexConstraints and Beyond: Expert Rubrics for RLVR</news:title>
      <news:keywords>AI, cs.AI</news:keywords>
    </news:news>
  </url>
  <url>
    <loc>https://thecontinuumbrief.com/articles/reliable-to-expressive-a-curriculum-for-rubric-following-safety-judges</loc>
    <news:news>
      <news:publication>
        <news:name>The Continuum Brief</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-06-09T04:00:00+00:00</news:publication_date>
      <news:title>Reliable to Expressive: A Curriculum for Rubric-Following Safety Judges</news:title>
      <news:keywords>AI, cs.AI</news:keywords>
    </news:news>
  </url>
  <url>
    <loc>https://thecontinuumbrief.com/articles/mass-deep-research-for-social-sciences-with-memory-augmented-social-simulation</loc>
    <news:news>
      <news:publication>
        <news:name>The Continuum Brief</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-06-09T04:00:00+00:00</news:publication_date>
      <news:title>MASS: Deep Research for Social Sciences with Memory-Augmented Social Simulation</news:title>
      <news:keywords>AI, cs.AI</news:keywords>
    </news:news>
  </url>
  <url>
    <loc>https://thecontinuumbrief.com/articles/anything2skill-compiling-external-knowledge-into-reusable-skills-for-agents</loc>
    <news:news>
      <news:publication>
        <news:name>The Continuum Brief</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-06-09T04:00:00+00:00</news:publication_date>
      <news:title>Anything2Skill: Compiling External Knowledge into Reusable Skills for Agents</news:title>
      <news:keywords>AI, cs.AI</news:keywords>
    </news:news>
  </url>
  <url>
    <loc>https://thecontinuumbrief.com/articles/ff-jepa-long-horizon-planning-in-world-models-with-latent-planners</loc>
    <news:news>
      <news:publication>
        <news:name>The Continuum Brief</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-06-09T04:00:00+00:00</news:publication_date>
      <news:title>FF-JEPA: Long-Horizon Planning in World Models with Latent Planners</news:title>
      <news:keywords>AI, cs.AI</news:keywords>
    </news:news>
  </url>
  <url>
    <loc>https://thecontinuumbrief.com/articles/leveraging-structural-constraints-for-diffusion-based-neural-tsp-solvers</loc>
    <news:news>
      <news:publication>
        <news:name>The Continuum Brief</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-06-09T04:00:00+00:00</news:publication_date>
      <news:title>Leveraging Structural Constraints for Diffusion-based Neural TSP Solvers</news:title>
      <news:keywords>AI, cs.AI</news:keywords>
    </news:news>
  </url>
  <url>
    <loc>https://thecontinuumbrief.com/articles/capability-aligned-hierarchical-learning-for-tool-augmented-llms</loc>
    <news:news>
      <news:publication>
        <news:name>The Continuum Brief</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-06-09T04:00:00+00:00</news:publication_date>
      <news:title>Capability-Aligned Hierarchical Learning for Tool-Augmented LLMs</news:title>
      <news:keywords>AI, cs.AI</news:keywords>
    </news:news>
  </url>
  <url>
    <loc>https://thecontinuumbrief.com/articles/runagent-superbrowser-a-theory-of-autonomous-web-navigation-grounded-in-human-br</loc>
    <news:news>
      <news:publication>
        <news:name>The Continuum Brief</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-06-09T04:00:00+00:00</news:publication_date>
      <news:title>RunAgent SuperBrowser: A Theory of Autonomous Web Navigation Grounded in Human Browsing Behaviour</news:title>
      <news:keywords>AI, cs.AI</news:keywords>
    </news:news>
  </url>
  <url>
    <loc>https://thecontinuumbrief.com/articles/trl-bench-standardizing-cross-paradigm-representation-level-evaluation-of-tabula</loc>
    <news:news>
      <news:publication>
        <news:name>The Continuum Brief</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-06-09T04:00:00+00:00</news:publication_date>
      <news:title>TRL-Bench: Standardizing Cross-Paradigm Representation-Level Evaluation of Tabular Encoders</news:title>
      <news:keywords>AI, cs.AI, cs.DB</news:keywords>
    </news:news>
  </url>
  <url>
    <loc>https://thecontinuumbrief.com/articles/experience-makes-skillful-enabling-generalizable-medical-agent-reasoning-via-sel</loc>
    <news:news>
      <news:publication>
        <news:name>The Continuum Brief</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-06-09T04:00:00+00:00</news:publication_date>
      <news:title>Experience Makes Skillful: Enabling Generalizable Medical Agent Reasoning via Self-Evolving Skill Memory</news:title>
      <news:keywords>AI, cs.AI, cs.CL</news:keywords>
    </news:news>
  </url>
  <url>
    <loc>https://thecontinuumbrief.com/articles/from-coarse-to-fine-managing-temporal-granularity-in-spatio-temporal-data-for-fi</loc>
    <news:news>
      <news:publication>
        <news:name>The Continuum Brief</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-06-09T04:00:00+00:00</news:publication_date>
      <news:title>From Coarse to Fine: Managing Temporal Granularity in Spatio-Temporal Data for Fine-Grained Traffic Prediction</news:title>
      <news:keywords>AI, cs.AI</news:keywords>
    </news:news>
  </url>
  <url>
    <loc>https://thecontinuumbrief.com/articles/weavebench-a-long-horizon-real-world-benchmark-for-computer-use-agents-with-hybr</loc>
    <news:news>
      <news:publication>
        <news:name>The Continuum Brief</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-06-09T04:00:00+00:00</news:publication_date>
      <news:title>WeaveBench: A Long-Horizon, Real-World Benchmark for Computer-Use Agents with Hybrid Interfaces</news:title>
      <news:keywords>AI, cs.AI</news:keywords>
    </news:news>
  </url>
  <url>
    <loc>https://thecontinuumbrief.com/articles/capacity-not-format-rethinking-structured-reasoning-failures</loc>
    <news:news>
      <news:publication>
        <news:name>The Continuum Brief</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-06-09T04:00:00+00:00</news:publication_date>
      <news:title>Capacity, Not Format: Rethinking Structured Reasoning Failures</news:title>
      <news:keywords>AI, cs.AI, cs.CL</news:keywords>
    </news:news>
  </url>
  <url>
    <loc>https://thecontinuumbrief.com/articles/bayesian-selective-latent-inference-for-wastewater-first-influenza-monitoring</loc>
    <news:news>
      <news:publication>
        <news:name>The Continuum Brief</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-06-09T04:00:00+00:00</news:publication_date>
      <news:title>Bayesian Selective Latent Inference for Wastewater-First Influenza Monitoring</news:title>
      <news:keywords>AI, cs.AI</news:keywords>
    </news:news>
  </url>
  <url>
    <loc>https://thecontinuumbrief.com/articles/aliyunconsoleagent-training-web-agents-in-real-world-cloud-environments-via-dist</loc>
    <news:news>
      <news:publication>
        <news:name>The Continuum Brief</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-06-09T04:00:00+00:00</news:publication_date>
      <news:title>AliyunConsoleAgent: Training Web Agents in Real-World Cloud Environments via Distillation and Reinforcement Learning</news:title>
      <news:keywords>AI, cs.AI</news:keywords>
    </news:news>
  </url>
  <url>
    <loc>https://thecontinuumbrief.com/articles/deterministic-integrity-gates-for-llm-assisted-clinical-manuscript-preparation-a</loc>
    <news:news>
      <news:publication>
        <news:name>The Continuum Brief</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-06-09T04:00:00+00:00</news:publication_date>
      <news:title>Deterministic Integrity Gates for LLM-Assisted Clinical Manuscript Preparation: An Auditable Biomedical Informatics Architecture</news:title>
      <news:keywords>AI, cs.AI, cs.DL</news:keywords>
    </news:news>
  </url>
  <url>
    <loc>https://thecontinuumbrief.com/articles/sift-selective-index-for-fast-compute-of-rag-prefill-by-exploiting-attention-inv</loc>
    <news:news>
      <news:publication>
        <news:name>The Continuum Brief</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-06-09T04:00:00+00:00</news:publication_date>
      <news:title>SIFT: Selective-Index For Fast Compute of RAG Prefill by Exploiting Attention Invariance</news:title>
      <news:keywords>AI, cs.AI, cs.AR</news:keywords>
    </news:news>
  </url>
  <url>
    <loc>https://thecontinuumbrief.com/articles/theorembench-evaluating-llms-on-theorem-proving-in-formal-mathematics</loc>
    <news:news>
      <news:publication>
        <news:name>The Continuum Brief</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-06-09T04:00:00+00:00</news:publication_date>
      <news:title>TheoremBench: Evaluating LLMs on Theorem Proving in Formal Mathematics</news:title>
      <news:keywords>AI, cs.AI</news:keywords>
    </news:news>
  </url>
  <url>
    <loc>https://thecontinuumbrief.com/articles/llm-orchestrated-conformance-checking-in-stroke-care-without-computer-interpreta</loc>
    <news:news>
      <news:publication>
        <news:name>The Continuum Brief</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-06-09T04:00:00+00:00</news:publication_date>
      <news:title>LLM-Orchestrated Conformance Checking in Stroke Care Without Computer-Interpretable Guidelines</news:title>
      <news:keywords>AI, cs.AI</news:keywords>
    </news:news>
  </url>
  <url>
    <loc>https://thecontinuumbrief.com/articles/from-rigid-to-dynamic-entropy-guided-adaptive-inference-for-long-context-llms</loc>
    <news:news>
      <news:publication>
        <news:name>The Continuum Brief</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-06-09T04:00:00+00:00</news:publication_date>
      <news:title>From Rigid to Dynamic: Entropy-Guided Adaptive Inference for Long-Context LLMs</news:title>
      <news:keywords>AI, cs.AI, cs.CL</news:keywords>
    </news:news>
  </url>
  <url>
    <loc>https://thecontinuumbrief.com/articles/ai-scientists-are-only-as-good-as-their-evidence-a-stratified-ablation-of-propri</loc>
    <news:news>
      <news:publication>
        <news:name>The Continuum Brief</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-06-09T04:00:00+00:00</news:publication_date>
      <news:title>AI Scientists Are Only as Good as Their Evidence: A Stratified Ablation of Proprietary Data and Reasoning Skills in Drug-Asset Valuation</news:title>
      <news:keywords>AI, cs.AI</news:keywords>
    </news:news>
  </url>
  <url>
    <loc>https://thecontinuumbrief.com/articles/self-explainability-in-self-adaptive-and-self-organising-systems-status-and-rese</loc>
    <news:news>
      <news:publication>
        <news:name>The Continuum Brief</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-06-09T04:00:00+00:00</news:publication_date>
      <news:title>Self-Explainability in Self-Adaptive and Self-Organising Systems: Status and Research Directions</news:title>
      <news:keywords>AI, cs.AI</news:keywords>
    </news:news>
  </url>
  <url>
    <loc>https://thecontinuumbrief.com/articles/optical-reasoning-rethinking-images-as-an-expressive-reasoning-medium-beyond-tex</loc>
    <news:news>
      <news:publication>
        <news:name>The Continuum Brief</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-06-09T04:00:00+00:00</news:publication_date>
      <news:title>Optical Reasoning: Rethinking Images as an Expressive Reasoning Medium Beyond Text</news:title>
      <news:keywords>AI, cs.AI</news:keywords>
    </news:news>
  </url>
  <url>
    <loc>https://thecontinuumbrief.com/articles/from-0-to-1-to-1-to-n-reproducible-engineering-evidence-for-metaai-recursive-sel</loc>
    <news:news>
      <news:publication>
        <news:name>The Continuum Brief</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-06-09T04:00:00+00:00</news:publication_date>
      <news:title>From 0-to-1 to 1-to-N: Reproducible Engineering Evidence for MetaAI Recursive Self-Design</news:title>
      <news:keywords>AI, cs.AI</news:keywords>
    </news:news>
  </url>
  <url>
    <loc>https://thecontinuumbrief.com/articles/tabverse-benchmarking-cross-format-table-understanding-in-llms-and-vlms</loc>
    <news:news>
      <news:publication>
        <news:name>The Continuum Brief</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-06-09T04:00:00+00:00</news:publication_date>
      <news:title>TABVERSE: Benchmarking Cross-Format Table Understanding in LLMs and VLMs</news:title>
      <news:keywords>AI, cs.AI, cs.CL, cs.IR</news:keywords>
    </news:news>
  </url>
  <url>
    <loc>https://thecontinuumbrief.com/articles/next-token-prediction-learns-generalisable-representations-of-sleep-physiology</loc>
    <news:news>
      <news:publication>
        <news:name>The Continuum Brief</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-06-09T04:00:00+00:00</news:publication_date>
      <news:title>Next-Token Prediction Learns Generalisable Representations of Sleep Physiology</news:title>
      <news:keywords>AI, cs.AI</news:keywords>
    </news:news>
  </url>
  <url>
    <loc>https://thecontinuumbrief.com/articles/frequency-based-constrained-sampling-for-interval-patterns</loc>
    <news:news>
      <news:publication>
        <news:name>The Continuum Brief</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-06-09T04:00:00+00:00</news:publication_date>
      <news:title>Frequency-based Constrained Sampling for Interval Patterns</news:title>
      <news:keywords>AI, cs.AI</news:keywords>
    </news:news>
  </url>
  <url>
    <loc>https://thecontinuumbrief.com/articles/searchswarm-towards-delegation-intelligence-in-agentic-llms-for-long-horizon-dee</loc>
    <news:news>
      <news:publication>
        <news:name>The Continuum Brief</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-06-09T04:00:00+00:00</news:publication_date>
      <news:title>SearchSwarm: Towards Delegation Intelligence in Agentic LLMs for Long-Horizon Deep Research</news:title>
      <news:keywords>AI, cs.AI</news:keywords>
    </news:news>
  </url>
  <url>
    <loc>https://thecontinuumbrief.com/articles/spatialworld-benchmarking-interactive-spatial-reasoning-of-multimodal-agents-in-</loc>
    <news:news>
      <news:publication>
        <news:name>The Continuum Brief</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-06-09T04:00:00+00:00</news:publication_date>
      <news:title>SpatialWorld: Benchmarking Interactive Spatial Reasoning of Multimodal Agents in Real-World Tasks</news:title>
      <news:keywords>AI, cs.AI, cs.CL</news:keywords>
    </news:news>
  </url>
  <url>
    <loc>https://thecontinuumbrief.com/articles/autoformalization-is-supposed-to-be-easy-trellis-process-semantics-for-spelling-</loc>
    <news:news>
      <news:publication>
        <news:name>The Continuum Brief</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-06-09T04:00:00+00:00</news:publication_date>
      <news:title>(Auto)formalization is supposed to be easy: Trellis process semantics for spelling out rigorous proofs</news:title>
      <news:keywords>AI, cs.AI, cs.LO, math.CO</news:keywords>
    </news:news>
  </url>
  <url>
    <loc>https://thecontinuumbrief.com/articles/beyond-probabilistic-similarity-structural-temporal-and-causal-limitations-of-re</loc>
    <news:news>
      <news:publication>
        <news:name>The Continuum Brief</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-06-09T04:00:00+00:00</news:publication_date>
      <news:title>Beyond Probabilistic Similarity: Structural, Temporal, and Causal Limitations of Retrieval-Augmented Generation in the Legal Domain</news:title>
      <news:keywords>AI, cs.AI</news:keywords>
    </news:news>
  </url>
  <url>
    <loc>https://thecontinuumbrief.com/articles/siga-self-evolving-coding-agent-adapters-for-scientific-simulation</loc>
    <news:news>
      <news:publication>
        <news:name>The Continuum Brief</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-06-09T04:00:00+00:00</news:publication_date>
      <news:title>SIGA: Self-Evolving Coding-Agent Adapters for Scientific Simulation</news:title>
      <news:keywords>AI, cs.AI, cs.CL</news:keywords>
    </news:news>
  </url>
  <url>
    <loc>https://thecontinuumbrief.com/articles/collaborative-human-agent-protocol-chap</loc>
    <news:news>
      <news:publication>
        <news:name>The Continuum Brief</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-06-09T04:00:00+00:00</news:publication_date>
      <news:title>Collaborative Human-Agent Protocol (CHAP)</news:title>
      <news:keywords>AI, cs.AI, cs.CL, cs.HC</news:keywords>
    </news:news>
  </url>
  <url>
    <loc>https://thecontinuumbrief.com/articles/evaluation-cards-an-interpretive-layer-for-ai-evaluation-reporting</loc>
    <news:news>
      <news:publication>
        <news:name>The Continuum Brief</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-06-09T04:00:00+00:00</news:publication_date>
      <news:title>Evaluation Cards: An Interpretive Layer for AI Evaluation Reporting</news:title>
      <news:keywords>AI, cs.AI</news:keywords>
    </news:news>
  </url>
  <url>
    <loc>https://thecontinuumbrief.com/articles/brain-bayesian-reasoning-via-active-inference-for-agentic-and-embodied-intellige</loc>
    <news:news>
      <news:publication>
        <news:name>The Continuum Brief</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-06-09T04:00:00+00:00</news:publication_date>
      <news:title>BRAIN: Bayesian Reasoning via Active Inference for Agentic and Embodied Intelligence in Mobile Networks</news:title>
      <news:keywords>AI, cs.IT, cs.AI, math.IT</news:keywords>
    </news:news>
  </url>
  <url>
    <loc>https://thecontinuumbrief.com/articles/bidirectional-small-granularity-search-between-code-and-text</loc>
    <news:news>
      <news:publication>
        <news:name>The Continuum Brief</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-06-09T04:00:00+00:00</news:publication_date>
      <news:title>Bidirectional Small-Granularity Search between Code and Text</news:title>
      <news:keywords>AI, cs.CL, cs.AI</news:keywords>
    </news:news>
  </url>
  <url>
    <loc>https://thecontinuumbrief.com/articles/xainomaly-explainable-and-interpretable-deep-contractive-autoencoder-for-o-ran-t</loc>
    <news:news>
      <news:publication>
        <news:name>The Continuum Brief</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-06-09T04:00:00+00:00</news:publication_date>
      <news:title>XAInomaly: Explainable and Interpretable Deep Contractive Autoencoder for O-RAN Traffic Anomaly Detection</news:title>
      <news:keywords>AI, cs.IT, cs.AI, math.IT</news:keywords>
    </news:news>
  </url>
  <url>
    <loc>https://thecontinuumbrief.com/articles/blockchain-infrastructure-for-intelligent-cyber-physical-social-systemspost-quan</loc>
    <news:news>
      <news:publication>
        <news:name>The Continuum Brief</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-06-09T04:00:00+00:00</news:publication_date>
      <news:title>Blockchain Infrastructure for Intelligent Cyber--Physical--Social Systems:Post-Quantum Security, Interoperability, and Trustworthy Data Economies in the Era of Embodied AI</news:title>
      <news:keywords>AI, cs.CR, cs.AI, cs.CY, cs.ET</news:keywords>
    </news:news>
  </url>
  <url>
    <loc>https://thecontinuumbrief.com/articles/evaluating-hallucinations-in-domain-adapted-large-language-models</loc>
    <news:news>
      <news:publication>
        <news:name>The Continuum Brief</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-06-09T04:00:00+00:00</news:publication_date>
      <news:title>Evaluating Hallucinations in Domain-Adapted Large Language Models</news:title>
      <news:keywords>AI, cs.CL, cs.AI</news:keywords>
    </news:news>
  </url>
  <url>
    <loc>https://thecontinuumbrief.com/articles/able-representing-and-mapping-llms-via-attribution-based-large-model-embedding</loc>
    <news:news>
      <news:publication>
        <news:name>The Continuum Brief</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-06-09T04:00:00+00:00</news:publication_date>
      <news:title>ABLE: Representing and Mapping LLMs via Attribution-Based Large-model Embedding</news:title>
      <news:keywords>AI, cs.CL, cs.AI</news:keywords>
    </news:news>
  </url>
  <url>
    <loc>https://thecontinuumbrief.com/articles/retrieval-augmented-generation-framework-for-the-nepali-legal-domain-question-an</loc>
    <news:news>
      <news:publication>
        <news:name>The Continuum Brief</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-06-09T04:00:00+00:00</news:publication_date>
      <news:title>Retrieval Augmented Generation Framework for the Nepali Legal Domain Question Answering</news:title>
      <news:keywords>AI, cs.CL, cs.AI</news:keywords>
    </news:news>
  </url>
  <url>
    <loc>https://thecontinuumbrief.com/articles/implicit-causal-graph-construction-in-text-via-chain-discovery</loc>
    <news:news>
      <news:publication>
        <news:name>The Continuum Brief</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-06-09T04:00:00+00:00</news:publication_date>
      <news:title>Implicit Causal Graph Construction in Text via Chain Discovery</news:title>
      <news:keywords>AI, cs.CL, cs.AI</news:keywords>
    </news:news>
  </url>
  <url>
    <loc>https://thecontinuumbrief.com/articles/principled-agent-debate-adversarial-arbitration-for-sycophancy-reduction-in-larg</loc>
    <news:news>
      <news:publication>
        <news:name>The Continuum Brief</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-06-09T04:00:00+00:00</news:publication_date>
      <news:title>Principled Agent Debate: Adversarial Arbitration for Sycophancy Reduction in Large Language Models</news:title>
      <news:keywords>AI, cs.CL, cs.AI</news:keywords>
    </news:news>
  </url>
  <url>
    <loc>https://thecontinuumbrief.com/articles/beware-of-geeksbearing-gifts-building-true-eu-frontier-ai-sovereignty</loc>
    <news:news>
      <news:publication>
        <news:name>The Continuum Brief</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-06-09T04:00:00+00:00</news:publication_date>
      <news:title>Beware of GeeksBearing Gifts: Building True EU Frontier AI Sovereignty</news:title>
      <news:keywords>AI, cs.CY, cs.AI</news:keywords>
    </news:news>
  </url>
  <url>
    <loc>https://thecontinuumbrief.com/articles/graphlora-structure-aware-low-rank-adaptation-for-large-language-model-recommend</loc>
    <news:news>
      <news:publication>
        <news:name>The Continuum Brief</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-06-09T04:00:00+00:00</news:publication_date>
      <news:title>GraphLoRA: Structure-Aware Low-Rank Adaptation for Large Language Model Recommendation</news:title>
      <news:keywords>AI, cs.CL, cs.AI</news:keywords>
    </news:news>
  </url>
  <url>
    <loc>https://thecontinuumbrief.com/articles/mllm-shap-a-shapley-value-explainability-platform-for-text-audio-multimodal-larg</loc>
    <news:news>
      <news:publication>
        <news:name>The Continuum Brief</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-06-09T04:00:00+00:00</news:publication_date>
      <news:title>mllm-shap: A Shapley Value Explainability Platform for Text-Audio Multimodal Large Language Models</news:title>
      <news:keywords>AI, cs.CL, cs.AI</news:keywords>
    </news:news>
  </url>
  <url>
    <loc>https://thecontinuumbrief.com/articles/bridging-traditional-explainability-methods-and-multimodal-multilingual-models-a</loc>
    <news:news>
      <news:publication>
        <news:name>The Continuum Brief</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-06-09T04:00:00+00:00</news:publication_date>
      <news:title>Bridging Traditional Explainability Methods and Multimodal Multilingual Models: An XAI-Based Analysis</news:title>
      <news:keywords>AI, cs.CL, cs.AI, cs.SD</news:keywords>
    </news:news>
  </url>
  <url>
    <loc>https://thecontinuumbrief.com/articles/multimodal-large-language-models-as-synthetic-participants-in-video-based-studie</loc>
    <news:news>
      <news:publication>
        <news:name>The Continuum Brief</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-06-09T04:00:00+00:00</news:publication_date>
      <news:title>Multimodal Large Language Models as Synthetic Participants in Video-Based Studies: An Evaluation</news:title>
      <news:keywords>AI, cs.HC, cs.AI, cs.CV, cs.CY, cs.MM</news:keywords>
    </news:news>
  </url>
  <url>
    <loc>https://thecontinuumbrief.com/articles/concerns-and-strategic-responses-of-older-workers-navigating-generative-ai-in-br</loc>
    <news:news>
      <news:publication>
        <news:name>The Continuum Brief</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-06-09T04:00:00+00:00</news:publication_date>
      <news:title>Concerns and Strategic Responses of Older Workers Navigating Generative AI in Bridge Employment</news:title>
      <news:keywords>AI, cs.CY, cs.AI, cs.HC</news:keywords>
    </news:news>
  </url>
  <url>
    <loc>https://thecontinuumbrief.com/articles/evaluating-advanced-prompting-on-gemini-flash-for-multi-hop-biomedical-qa</loc>
    <news:news>
      <news:publication>
        <news:name>The Continuum Brief</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-06-09T04:00:00+00:00</news:publication_date>
      <news:title>Evaluating Advanced Prompting on Gemini Flash for Multi-Hop Biomedical QA</news:title>
      <news:keywords>AI, cs.IR, cs.AI, cs.CL</news:keywords>
    </news:news>
  </url>
  <url>
    <loc>https://thecontinuumbrief.com/articles/selecting-new-measurement-locations-to-diversify-traffic-pattern-coverage-a-real</loc>
    <news:news>
      <news:publication>
        <news:name>The Continuum Brief</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-06-09T04:00:00+00:00</news:publication_date>
      <news:title>Selecting New Measurement Locations to Diversify Traffic-Pattern Coverage: A Real-World Evaluation for Total Traffic Volume Estimation</news:title>
      <news:keywords>AI, cs.NI, cs.AI, stat.ME</news:keywords>
    </news:news>
  </url>
  <url>
    <loc>https://thecontinuumbrief.com/articles/diyhealth-suite-dataset-model-and-benchmark-for-health-management-at-home</loc>
    <news:news>
      <news:publication>
        <news:name>The Continuum Brief</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-06-09T04:00:00+00:00</news:publication_date>
      <news:title>DIYHealth Suite: Dataset, Model, and Benchmark for Health Management at Home</news:title>
      <news:keywords>AI, cs.CY, cs.AI</news:keywords>
    </news:news>
  </url>
  <url>
    <loc>https://thecontinuumbrief.com/articles/ai-integrated-learning-management-system-for-middle-school-a-longitudinal-study-</loc>
    <news:news>
      <news:publication>
        <news:name>The Continuum Brief</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-06-09T04:00:00+00:00</news:publication_date>
      <news:title>AI-Integrated Learning Management System for Middle School: A Longitudinal Study of Learning Outcomes Through High School and Beyond</news:title>
      <news:keywords>AI, cs.CY, cs.AI, cs.HC</news:keywords>
    </news:news>
  </url>
  <url>
    <loc>https://thecontinuumbrief.com/articles/liberating-llm-capabilities-in-full-duplex-speech-models</loc>
    <news:news>
      <news:publication>
        <news:name>The Continuum Brief</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-06-09T04:00:00+00:00</news:publication_date>
      <news:title>Liberating LLM Capabilities in Full-Duplex Speech Models</news:title>
      <news:keywords>AI, cs.CL, cs.AI, cs.SD</news:keywords>
    </news:news>
  </url>
  <url>
    <loc>https://thecontinuumbrief.com/articles/page-image-classifier-fine-tuned-on-century-spanning-archives-of-scanned-documen</loc>
    <news:news>
      <news:publication>
        <news:name>The Continuum Brief</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-06-09T04:00:00+00:00</news:publication_date>
      <news:title>Page image classifier fine-tuned on century-spanning archives of scanned documents for further content-specific processing</news:title>
      <news:keywords>AI, cs.CV, cs.AI, cs.DL</news:keywords>
    </news:news>
  </url>
  <url>
    <loc>https://thecontinuumbrief.com/articles/phantom-transitions-in-language-model-fine-tuning</loc>
    <news:news>
      <news:publication>
        <news:name>The Continuum Brief</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-06-09T04:00:00+00:00</news:publication_date>
      <news:title>Phantom transitions in language model fine-tuning</news:title>
      <news:keywords>AI, cs.CL, cs.AI, quant-ph</news:keywords>
    </news:news>
  </url>
  <url>
    <loc>https://thecontinuumbrief.com/articles/surfdesign-effective-protein-design-on-molecular-surfaces</loc>
    <news:news>
      <news:publication>
        <news:name>The Continuum Brief</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-06-09T04:00:00+00:00</news:publication_date>
      <news:title>SurfDesign: Effective Protein Design on Molecular Surfaces</news:title>
      <news:keywords>AI, q-bio.BM, cs.AI, cs.CE</news:keywords>
    </news:news>
  </url>
  <url>
    <loc>https://thecontinuumbrief.com/articles/visualleakbench-reproducible-action-boundary-propagation-failures-in-vision-lang</loc>
    <news:news>
      <news:publication>
        <news:name>The Continuum Brief</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-06-09T04:00:00+00:00</news:publication_date>
      <news:title>VisualLeakBench: Reproducible Action-Boundary Propagation Failures in Vision-Language Agents</news:title>
      <news:keywords>AI, cs.CV, cs.AI, cs.IR</news:keywords>
    </news:news>
  </url>
  <url>
    <loc>https://thecontinuumbrief.com/articles/can-you-trust-what-you-see-human-and-ai-detection-of-synthetic-legal-evidence</loc>
    <news:news>
      <news:publication>
        <news:name>The Continuum Brief</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-06-09T04:00:00+00:00</news:publication_date>
      <news:title>Can You Trust What You See? Human and AI Detection of Synthetic Legal Evidence</news:title>
      <news:keywords>AI, cs.CV, cs.AI</news:keywords>
    </news:news>
  </url>
  <url>
    <loc>https://thecontinuumbrief.com/articles/the-montparnasse-algorithm-for-rna-design</loc>
    <news:news>
      <news:publication>
        <news:name>The Continuum Brief</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-06-09T04:00:00+00:00</news:publication_date>
      <news:title>The Montparnasse Algorithm for RNA Design</news:title>
      <news:keywords>AI, q-bio.BM, cs.AI</news:keywords>
    </news:news>
  </url>
  <url>
    <loc>https://thecontinuumbrief.com/articles/considerations-for-an-integrated-detector-design-at-fcc-ee-a-human-ai-exploratio</loc>
    <news:news>
      <news:publication>
        <news:name>The Continuum Brief</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-06-09T04:00:00+00:00</news:publication_date>
      <news:title>Considerations for an Integrated Detector Design at FCC-ee: A Human-AI Exploration</news:title>
      <news:keywords>AI, physics.ins-det, cs.AI, hep-ex</news:keywords>
    </news:news>
  </url>
  <url>
    <loc>https://thecontinuumbrief.com/articles/multimodal-group-emotion-recognition-in-the-wild-towards-a-privacy-safe-non-indi</loc>
    <news:news>
      <news:publication>
        <news:name>The Continuum Brief</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-06-09T04:00:00+00:00</news:publication_date>
      <news:title>Multimodal Group Emotion Recognition In-the-Wild Towards a Privacy-Safe Non-Individual Approach</news:title>
      <news:keywords>AI, cs.CV, cs.AI</news:keywords>
    </news:news>
  </url>
  <url>
    <loc>https://thecontinuumbrief.com/articles/slidecheck-guiding-self-supervised-pretraining-of-pathology-foundation-models-vi</loc>
    <news:news>
      <news:publication>
        <news:name>The Continuum Brief</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-06-09T04:00:00+00:00</news:publication_date>
      <news:title>SlideCheck: Guiding Self-Supervised Pretraining of Pathology Foundation Models via Dataset Distributions</news:title>
      <news:keywords>AI, cs.CV, cs.AI</news:keywords>
    </news:news>
  </url>
  <url>
    <loc>https://thecontinuumbrief.com/articles/a-mechanistic-analysis-of-adversarial-fine-tuning-of-vision-transformers</loc>
    <news:news>
      <news:publication>
        <news:name>The Continuum Brief</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-06-09T04:00:00+00:00</news:publication_date>
      <news:title>A Mechanistic Analysis of Adversarial Fine-tuning of Vision Transformers</news:title>
      <news:keywords>AI, cs.CV, cs.AI</news:keywords>
    </news:news>
  </url>
  <url>
    <loc>https://thecontinuumbrief.com/articles/eyes-all-around-design-and-analysis-of-360-degree-lidar-perception-using-equivar</loc>
    <news:news>
      <news:publication>
        <news:name>The Continuum Brief</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-06-09T04:00:00+00:00</news:publication_date>
      <news:title>Eyes All Around: Design and Analysis of 360-Degree LiDAR Perception Using Equivariant Feature Learning in Unstructured Traffic</news:title>
      <news:keywords>AI, cs.CV, cs.AI</news:keywords>
    </news:news>
  </url>
  <url>
    <loc>https://thecontinuumbrief.com/articles/amn-an-adaptive-multi-scale-fusion-network-with-boundary-and-uncertainty-modelin</loc>
    <news:news>
      <news:publication>
        <news:name>The Continuum Brief</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-06-09T04:00:00+00:00</news:publication_date>
      <news:title>AMN: An Adaptive Multi-Scale Fusion Network with Boundary and Uncertainty Modeling for Nuclei Segmentation</news:title>
      <news:keywords>AI, cs.CV, cs.AI</news:keywords>
    </news:news>
  </url>
  <url>
    <loc>https://thecontinuumbrief.com/articles/anchor-conditioned-compositional-control-for-landscape-image-generation</loc>
    <news:news>
      <news:publication>
        <news:name>The Continuum Brief</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-06-09T04:00:00+00:00</news:publication_date>
      <news:title>Anchor-Conditioned Compositional Control for Landscape Image Generation</news:title>
      <news:keywords>AI, cs.CV, cs.AI</news:keywords>
    </news:news>
  </url>
  <url>
    <loc>https://thecontinuumbrief.com/articles/neuroalign-hierarchical-multimodal-fusion-of-dynamic-and-structural-neuroimaging</loc>
    <news:news>
      <news:publication>
        <news:name>The Continuum Brief</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-06-09T04:00:00+00:00</news:publication_date>
      <news:title>NeuroAlign: Hierarchical Multimodal Fusion of Dynamic and Structural Neuroimaging for MCI Analysis</news:title>
      <news:keywords>AI, cs.CV, cs.AI</news:keywords>
    </news:news>
  </url>
  <url>
    <loc>https://thecontinuumbrief.com/articles/moss-video-preview-toward-real-time-video-understanding-via-cross-attention</loc>
    <news:news>
      <news:publication>
        <news:name>The Continuum Brief</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-06-09T04:00:00+00:00</news:publication_date>
      <news:title>MOSS-Video-Preview: Toward Real-Time Video Understanding via Cross-Attention</news:title>
      <news:keywords>AI, cs.CV, cs.AI</news:keywords>
    </news:news>
  </url>
  <url>
    <loc>https://thecontinuumbrief.com/articles/avi-bench-toward-human-like-audio-visual-intelligence-of-omni-mllms</loc>
    <news:news>
      <news:publication>
        <news:name>The Continuum Brief</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-06-09T04:00:00+00:00</news:publication_date>
      <news:title>AVI-Bench: Toward Human-like Audio-Visual Intelligence of Omni-MLLMs</news:title>
      <news:keywords>AI, cs.CV, cs.AI, cs.SD, eess.AS</news:keywords>
    </news:news>
  </url>
  <url>
    <loc>https://thecontinuumbrief.com/articles/dome-learning-transferable-domain-variables-from-sparse-supervision-for-test-tim</loc>
    <news:news>
      <news:publication>
        <news:name>The Continuum Brief</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-06-09T04:00:00+00:00</news:publication_date>
      <news:title>DOME: Learning Transferable Domain Variables from Sparse Supervision for Test-Time Adaptation</news:title>
      <news:keywords>AI, cs.CV, cs.AI</news:keywords>
    </news:news>
  </url>
  <url>
    <loc>https://thecontinuumbrief.com/articles/finegen-a-vlm-based-multi-agent-framework-for-fine-grained-image-text-dataset-co</loc>
    <news:news>
      <news:publication>
        <news:name>The Continuum Brief</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-06-09T04:00:00+00:00</news:publication_date>
      <news:title>FineGen: A VLM-based Multi-Agent Framework for Fine-Grained Image-Text Dataset Construction</news:title>
      <news:keywords>AI, cs.CV, cs.AI</news:keywords>
    </news:news>
  </url>
  <url>
    <loc>https://thecontinuumbrief.com/articles/aqiformer-a-transformer-based-multi-view-architecture-for-cross-city-air-quality</loc>
    <news:news>
      <news:publication>
        <news:name>The Continuum Brief</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-06-09T04:00:00+00:00</news:publication_date>
      <news:title>AQIFormer: A Transformer-Based Multi-View Architecture for Cross-City Air Quality Classification</news:title>
      <news:keywords>AI, cs.CV, cs.AI</news:keywords>
    </news:news>
  </url>
  <url>
    <loc>https://thecontinuumbrief.com/articles/a-dataset-for-dynamic-human-preferences-for-vision-language-models</loc>
    <news:news>
      <news:publication>
        <news:name>The Continuum Brief</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-06-09T04:00:00+00:00</news:publication_date>
      <news:title>A Dataset for Dynamic Human Preferences for Vision Language Models</news:title>
      <news:keywords>AI, cs.CV, cs.AI</news:keywords>
    </news:news>
  </url>
  <url>
    <loc>https://thecontinuumbrief.com/articles/seq103-a-unified-neuroevolution-framework-for-compact-sequence-architecture-disc</loc>
    <news:news>
      <news:publication>
        <news:name>The Continuum Brief</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-06-09T04:00:00+00:00</news:publication_date>
      <news:title>Seq103: A Unified Neuroevolution Framework for Compact Sequence Architecture Discovery</news:title>
      <news:keywords>AI, cs.NE, cs.AI</news:keywords>
    </news:news>
  </url>
  <url>
    <loc>https://thecontinuumbrief.com/articles/vimax-agentic-video-generation</loc>
    <news:news>
      <news:publication>
        <news:name>The Continuum Brief</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-06-09T04:00:00+00:00</news:publication_date>
      <news:title>ViMax: Agentic Video Generation</news:title>
      <news:keywords>AI, cs.CV, cs.AI</news:keywords>
    </news:news>
  </url>
  <url>
    <loc>https://thecontinuumbrief.com/articles/mm-matryoshka-towards-budget-elastic-visual-document-retrieval-via-a-2d-multimod</loc>
    <news:news>
      <news:publication>
        <news:name>The Continuum Brief</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-06-09T04:00:00+00:00</news:publication_date>
      <news:title>MM-Matryoshka: Towards Budget-Elastic Visual Document Retrieval via a 2D Multimodal Matryoshka Training Framework</news:title>
      <news:keywords>AI, cs.CV, cs.AI</news:keywords>
    </news:news>
  </url>
  <url>
    <loc>https://thecontinuumbrief.com/articles/agentcompile-an-llm-guided-compiler-for-direct-cuda-inference</loc>
    <news:news>
      <news:publication>
        <news:name>The Continuum Brief</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-06-09T04:00:00+00:00</news:publication_date>
      <news:title>AgentCompile: An LLM-Guided Compiler for Direct CUDA Inference</news:title>
      <news:keywords>AI, cs.PL, cs.AI</news:keywords>
    </news:news>
  </url>
  <url>
    <loc>https://thecontinuumbrief.com/articles/liquid-neural-networks-as-a-drop-in-continuous-time-deformation-field-for-dynami</loc>
    <news:news>
      <news:publication>
        <news:name>The Continuum Brief</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-06-09T04:00:00+00:00</news:publication_date>
      <news:title>Liquid Neural Networks as a Drop-in Continuous-Time Deformation Field for Dynamic 3D Gaussian Splatting</news:title>
      <news:keywords>AI, cs.CV, cs.AI</news:keywords>
    </news:news>
  </url>
  <url>
    <loc>https://thecontinuumbrief.com/articles/memovad-resource-efficient-video-anomaly-detection-via-dynamic-semantic-memory-i</loc>
    <news:news>
      <news:publication>
        <news:name>The Continuum Brief</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-06-09T04:00:00+00:00</news:publication_date>
      <news:title>MemoVAD: Resource-Efficient Video Anomaly Detection via Dynamic Semantic Memory in Edge Computing Scenarios</news:title>
      <news:keywords>AI, cs.CV, cs.AI</news:keywords>
    </news:news>
  </url>
  <url>
    <loc>https://thecontinuumbrief.com/articles/swe-marathon-can-agents-autonomously-complete-ultra-long-horizon-software-work</loc>
    <news:news>
      <news:publication>
        <news:name>The Continuum Brief</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-06-09T04:00:00+00:00</news:publication_date>
      <news:title>SWE-Marathon: Can Agents Autonomously Complete Ultra-Long-Horizon Software Work?</news:title>
      <news:keywords>AI, cs.SE, cs.AI</news:keywords>
    </news:news>
  </url>
  <url>
    <loc>https://thecontinuumbrief.com/articles/what-makes-video-world-model-latents-action-relevant-prediction-over-reconstruct</loc>
    <news:news>
      <news:publication>
        <news:name>The Continuum Brief</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-06-09T04:00:00+00:00</news:publication_date>
      <news:title>What Makes Video World Model Latents Action-Relevant: Prediction over Reconstruction</news:title>
      <news:keywords>AI, cs.CV, cs.AI</news:keywords>
    </news:news>
  </url>
  <url>
    <loc>https://thecontinuumbrief.com/articles/tianji-environ-an-autonomous-ai-scientist-for-atmospheric-environmental-research</loc>
    <news:news>
      <news:publication>
        <news:name>The Continuum Brief</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-06-09T04:00:00+00:00</news:publication_date>
      <news:title>TianJi-Environ: An Autonomous AI Scientist for Atmospheric Environmental Research</news:title>
      <news:keywords>AI, physics.ao-ph, cs.AI</news:keywords>
    </news:news>
  </url>
  <url>
    <loc>https://thecontinuumbrief.com/articles/single-cell-cross-modal-transfer-by-adversarial-fine-tuning-of-foundation-models</loc>
    <news:news>
      <news:publication>
        <news:name>The Continuum Brief</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-06-09T04:00:00+00:00</news:publication_date>
      <news:title>Single-Cell Cross-Modal Transfer by Adversarial Fine-Tuning of Foundation Models</news:title>
      <news:keywords>AI, q-bio.GN, cs.AI</news:keywords>
    </news:news>
  </url>
  <url>
    <loc>https://thecontinuumbrief.com/articles/systematic-llm-translation-of-legacy-scientific-code-to-differentiable-framework</loc>
    <news:news>
      <news:publication>
        <news:name>The Continuum Brief</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-06-09T04:00:00+00:00</news:publication_date>
      <news:title>Systematic LLM Translation of Legacy Scientific Code to Differentiable Frameworks: Application to a Land Surface Model</news:title>
      <news:keywords>AI, cs.SE, cs.AI, cs.CE, cs.MA</news:keywords>
    </news:news>
  </url>
  <url>
    <loc>https://thecontinuumbrief.com/articles/mlingualfc-evaluating-jailbreak-vulnerabilities-in-multilingual-vision-language-</loc>
    <news:news>
      <news:publication>
        <news:name>The Continuum Brief</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-06-09T04:00:00+00:00</news:publication_date>
      <news:title>MLingualFC: Evaluating Jailbreak Vulnerabilities in Multilingual Vision-Language Models</news:title>
      <news:keywords>AI, cs.CR, cs.AI</news:keywords>
    </news:news>
  </url>
  <url>
    <loc>https://thecontinuumbrief.com/articles/matmind-a-structure-activity-knowledge-driven-generative-foundation-model-for-ma</loc>
    <news:news>
      <news:publication>
        <news:name>The Continuum Brief</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-06-09T04:00:00+00:00</news:publication_date>
      <news:title>MatMind: A Structure-Activity Knowledge-Driven Generative Foundation Model for Materials Science</news:title>
      <news:keywords>AI, cond-mat.mtrl-sci, cs.AI</news:keywords>
    </news:news>
  </url>
  <url>
    <loc>https://thecontinuumbrief.com/articles/cross-view-urban-traffic-dataset-drone-supervised-ground-truth-for-monocular-bir</loc>
    <news:news>
      <news:publication>
        <news:name>The Continuum Brief</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-06-09T04:00:00+00:00</news:publication_date>
      <news:title>Cross-View Urban Traffic Dataset: Drone-Supervised Ground Truth for Monocular Bird&apos;s-Eye View Localization</news:title>
      <news:keywords>AI, cs.CV, cs.AI</news:keywords>
    </news:news>
  </url>
  <url>
    <loc>https://thecontinuumbrief.com/articles/quantum-enhanced-similarity-measures-for-polarimetric-materials-classification</loc>
    <news:news>
      <news:publication>
        <news:name>The Continuum Brief</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-06-09T04:00:00+00:00</news:publication_date>
      <news:title>Quantum-Enhanced Similarity Measures for Polarimetric Materials Classification</news:title>
      <news:keywords>AI, cs.CV, cs.AI</news:keywords>
    </news:news>
  </url>
  <url>
    <loc>https://thecontinuumbrief.com/articles/memetic-capture-a-pluralistic-policy-framework-for-governing-ai-driven-cultural-</loc>
    <news:news>
      <news:publication>
        <news:name>The Continuum Brief</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-06-09T04:00:00+00:00</news:publication_date>
      <news:title>Memetic Capture: A Pluralistic Policy Framework for Governing AI-Driven Cultural Disempowerment</news:title>
      <news:keywords>AI, cs.CY, cs.AI</news:keywords>
    </news:news>
  </url>
  <url>
    <loc>https://thecontinuumbrief.com/articles/beyond-passfail-using-process-mining-to-understand-how-llms-resist-and-fail-red-</loc>
    <news:news>
      <news:publication>
        <news:name>The Continuum Brief</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-06-09T04:00:00+00:00</news:publication_date>
      <news:title>Beyond Pass/Fail: Using Process Mining to Understand How LLMs Resist (and Fail) Red Team Attacks</news:title>
      <news:keywords>AI, cs.CR, cs.AI</news:keywords>
    </news:news>
  </url>
  <url>
    <loc>https://thecontinuumbrief.com/articles/multi-planar-2d-u-net-segmentation-of-3d-ct-abdominal-organs-augmented-by-spatia</loc>
    <news:news>
      <news:publication>
        <news:name>The Continuum Brief</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-06-09T04:00:00+00:00</news:publication_date>
      <news:title>Multi-planar 2D-U-Net Segmentation of 3D-CT Abdominal Organs augmented by Spatial Occurrence Maps</news:title>
      <news:keywords>AI, eess.IV, cs.AI, cs.CV</news:keywords>
    </news:news>
  </url>
  <url>
    <loc>https://thecontinuumbrief.com/articles/beyond-point-estimates-benchmarking-uncertainty-quantification-methods-on-the-ai</loc>
    <news:news>
      <news:publication>
        <news:name>The Continuum Brief</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-06-09T04:00:00+00:00</news:publication_date>
      <news:title>Beyond Point Estimates: Benchmarking Uncertainty Quantification Methods on the AION-1 Astronomical Foundation Model</news:title>
      <news:keywords>AI, astro-ph.IM, astro-ph.GA, cs.AI</news:keywords>
    </news:news>
  </url>
  <url>
    <loc>https://thecontinuumbrief.com/articles/jas-ai-paired-engineering-as-a-revival-of-n-version-programming</loc>
    <news:news>
      <news:publication>
        <news:name>The Continuum Brief</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-06-09T04:00:00+00:00</news:publication_date>
      <news:title>Jas: AI-Paired Engineering as a Revival of N-Version Programming</news:title>
      <news:keywords>AI, cs.SE, cs.AI</news:keywords>
    </news:news>
  </url>
  <url>
    <loc>https://thecontinuumbrief.com/articles/agentic-multi-fidelity-learning-of-quasiparticle-and-excitonic-properties</loc>
    <news:news>
      <news:publication>
        <news:name>The Continuum Brief</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-06-09T04:00:00+00:00</news:publication_date>
      <news:title>Agentic multi-fidelity learning of quasiparticle and excitonic properties</news:title>
      <news:keywords>AI, cond-mat.mtrl-sci, cond-mat.stat-mech, cs.AI, physics.comp-ph, quant-ph</news:keywords>
    </news:news>
  </url>
  <url>
    <loc>https://thecontinuumbrief.com/articles/model-multiplicity-for-adversarial-detection-in-small-language-model-training-on</loc>
    <news:news>
      <news:publication>
        <news:name>The Continuum Brief</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-06-09T04:00:00+00:00</news:publication_date>
      <news:title>Model Multiplicity for Adversarial Detection in Small Language Model Training on Edge Devices</news:title>
      <news:keywords>AI, cs.CR, cs.AI</news:keywords>
    </news:news>
  </url>
  <url>
    <loc>https://thecontinuumbrief.com/articles/does-persona-make-llms-k-pop-fans-a-pilot-study-of-llm-based-online-concert-audi</loc>
    <news:news>
      <news:publication>
        <news:name>The Continuum Brief</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-06-09T04:00:00+00:00</news:publication_date>
      <news:title>Does Persona Make LLMs K-pop Fans? A Pilot Study of LLM-Based Online Concert Audience Agents</news:title>
      <news:keywords>AI, cs.HC, cs.AI</news:keywords>
    </news:news>
  </url>
  <url>
    <loc>https://thecontinuumbrief.com/articles/cost-aware-speculative-execution-for-llm-agent-workflows-an-integrated-five-dime</loc>
    <news:news>
      <news:publication>
        <news:name>The Continuum Brief</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-06-09T04:00:00+00:00</news:publication_date>
      <news:title>Cost-Aware Speculative Execution for LLM-Agent Workflows: An Integrated Five-Dimension Method</news:title>
      <news:keywords>AI, cs.DC, cs.AI, cs.MA</news:keywords>
    </news:news>
  </url>
  <url>
    <loc>https://thecontinuumbrief.com/articles/beyond-english-benchmarks-clinical-llm-evaluation-in-brazilian-portuguese</loc>
    <news:news>
      <news:publication>
        <news:name>The Continuum Brief</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-06-09T04:00:00+00:00</news:publication_date>
      <news:title>Beyond English benchmarks: clinical llm evaluation in Brazilian Portuguese</news:title>
      <news:keywords>AI, cs.CL, cs.AI</news:keywords>
    </news:news>
  </url>
  <url>
    <loc>https://thecontinuumbrief.com/articles/the-last-visible-pixel-probing-fine-scale-perception-in-vision-language-models</loc>
    <news:news>
      <news:publication>
        <news:name>The Continuum Brief</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-06-09T04:00:00+00:00</news:publication_date>
      <news:title>The Last Visible Pixel: Probing Fine-Scale Perception in Vision-Language Models</news:title>
      <news:keywords>AI, cs.CV, cs.AI</news:keywords>
    </news:news>
  </url>
  <url>
    <loc>https://thecontinuumbrief.com/articles/the-cross-architecture-substrate-a-domain-transcendent-calibration-surviving-geo</loc>
    <news:news>
      <news:publication>
        <news:name>The Continuum Brief</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-06-09T04:00:00+00:00</news:publication_date>
      <news:title>The Cross-Architecture Substrate: A Domain-Transcendent, Calibration-Surviving Geometric Invariant of Modern Vision Encoders</news:title>
      <news:keywords>AI, cs.CV, cs.AI</news:keywords>
    </news:news>
  </url>
  <url>
    <loc>https://thecontinuumbrief.com/articles/3d-oral-modelling-with-improved-vertex-distribution-using-matching-based-learnin</loc>
    <news:news>
      <news:publication>
        <news:name>The Continuum Brief</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-06-09T04:00:00+00:00</news:publication_date>
      <news:title>3D Oral Modelling with Improved Vertex Distribution Using Matching-Based Learning</news:title>
      <news:keywords>AI, cs.CV, cs.AI</news:keywords>
    </news:news>
  </url>
  <url>
    <loc>https://thecontinuumbrief.com/articles/iea-amateur-friendly-conversational-image-editing-agent-via-three-stages-of-mult</loc>
    <news:news>
      <news:publication>
        <news:name>The Continuum Brief</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-06-09T04:00:00+00:00</news:publication_date>
      <news:title>IEA: Amateur-Friendly Conversational Image Editing Agent via Three Stages of Multitask Alignment</news:title>
      <news:keywords>AI, cs.CV, cs.AI, cs.CL</news:keywords>
    </news:news>
  </url>
  <url>
    <loc>https://thecontinuumbrief.com/articles/gischolarbench-benchmarking-llm-overconfidence-in-gis-research</loc>
    <news:news>
      <news:publication>
        <news:name>The Continuum Brief</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-06-09T04:00:00+00:00</news:publication_date>
      <news:title>GIScholarBench: Benchmarking LLM Overconfidence in GIS Research</news:title>
      <news:keywords>AI, cs.IR, cs.AI, cs.CL</news:keywords>
    </news:news>
  </url>
  <url>
    <loc>https://thecontinuumbrief.com/articles/illusions-of-the-gold-standard-a-large-scale-analysis-of-human-evaluation-protoc</loc>
    <news:news>
      <news:publication>
        <news:name>The Continuum Brief</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-06-09T04:00:00+00:00</news:publication_date>
      <news:title>Illusions of the Gold Standard: A Large-scale Analysis of Human Evaluation Protocols for Long-form Text Generation</news:title>
      <news:keywords>AI, cs.CL, cs.AI</news:keywords>
    </news:news>
  </url>
  <url>
    <loc>https://thecontinuumbrief.com/articles/defending-against-malicious-finetuning-by-scaling-train-time-adversarial-attacks</loc>
    <news:news>
      <news:publication>
        <news:name>The Continuum Brief</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-06-09T04:00:00+00:00</news:publication_date>
      <news:title>Defending Against Malicious Finetuning by Scaling Train-time Adversarial Attacks</news:title>
      <news:keywords>AI, cs.CL, cs.AI</news:keywords>
    </news:news>
  </url>
  <url>
    <loc>https://thecontinuumbrief.com/articles/summarization-is-not-dead-yet</loc>
    <news:news>
      <news:publication>
        <news:name>The Continuum Brief</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-06-09T04:00:00+00:00</news:publication_date>
      <news:title>Summarization is Not Dead Yet</news:title>
      <news:keywords>AI, cs.CL, cs.AI</news:keywords>
    </news:news>
  </url>
  <url>
    <loc>https://thecontinuumbrief.com/articles/whats-the-point-spatial-grammar-index-resolution-for-sign-language-processing</loc>
    <news:news>
      <news:publication>
        <news:name>The Continuum Brief</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-06-09T04:00:00+00:00</news:publication_date>
      <news:title>What&apos;s the Point? Spatial Grammar &amp; Index Resolution for Sign Language Processing</news:title>
      <news:keywords>AI, cs.CL, cs.AI</news:keywords>
    </news:news>
  </url>
  <url>
    <loc>https://thecontinuumbrief.com/articles/poise-position-aware-undetectable-skill-injection-on-llm-agents</loc>
    <news:news>
      <news:publication>
        <news:name>The Continuum Brief</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-06-09T04:00:00+00:00</news:publication_date>
      <news:title>POISE: Position-Aware Undetectable Skill Injection on LLM Agents</news:title>
      <news:keywords>AI, cs.CR, cs.AI, cs.CL</news:keywords>
    </news:news>
  </url>
  <url>
    <loc>https://thecontinuumbrief.com/articles/prism-prior-guided-imagination-sampling-in-world-models</loc>
    <news:news>
      <news:publication>
        <news:name>The Continuum Brief</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-06-09T04:00:00+00:00</news:publication_date>
      <news:title>PRISM: PRior-guided Imagination Sampling in world Models</news:title>
      <news:keywords>AI, cs.RO, cs.AI</news:keywords>
    </news:news>
  </url>
  <url>
    <loc>https://thecontinuumbrief.com/articles/rewrite-to-translate-translate-to-reward-reinforcement-learning-for-source-rewri</loc>
    <news:news>
      <news:publication>
        <news:name>The Continuum Brief</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-06-09T04:00:00+00:00</news:publication_date>
      <news:title>Rewrite to Translate, Translate to Reward: Reinforcement Learning for Source Rewriting in Machine Translation</news:title>
      <news:keywords>AI, cs.CL, cs.AI</news:keywords>
    </news:news>
  </url>
  <url>
    <loc>https://thecontinuumbrief.com/articles/voting-protocols-as-coordination-mechanisms-for-role-constrained-multi-agent-tut</loc>
    <news:news>
      <news:publication>
        <news:name>The Continuum Brief</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-06-09T04:00:00+00:00</news:publication_date>
      <news:title>Voting Protocols as Coordination Mechanisms for Role-Constrained Multi-Agent Tutoring Systems</news:title>
      <news:keywords>AI, cs.MA, cs.AI</news:keywords>
    </news:news>
  </url>
  <url>
    <loc>https://thecontinuumbrief.com/articles/recurguard-runtime-monitoring-for-reasoning-token-consumption-attacks</loc>
    <news:news>
      <news:publication>
        <news:name>The Continuum Brief</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-06-09T04:00:00+00:00</news:publication_date>
      <news:title>RecurGuard: Runtime Monitoring for Reasoning-Token Consumption Attacks</news:title>
      <news:keywords>AI, cs.CR, cs.AI</news:keywords>
    </news:news>
  </url>
  <url>
    <loc>https://thecontinuumbrief.com/articles/neutrality-bites-gender-representation-in-ai-generated-animal-stories</loc>
    <news:news>
      <news:publication>
        <news:name>The Continuum Brief</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-06-09T04:00:00+00:00</news:publication_date>
      <news:title>Neutrality Bites: Gender Representation in AI-Generated Animal Stories</news:title>
      <news:keywords>AI, cs.CL, cs.AI</news:keywords>
    </news:news>
  </url>
  <url>
    <loc>https://thecontinuumbrief.com/articles/continual-quadruped-robots-coordination-via-semantic-skill-discovery</loc>
    <news:news>
      <news:publication>
        <news:name>The Continuum Brief</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-06-09T04:00:00+00:00</news:publication_date>
      <news:title>Continual Quadruped Robots Coordination via Semantic Skill Discovery</news:title>
      <news:keywords>AI, cs.RO, cs.AI, cs.MA</news:keywords>
    </news:news>
  </url>
  <url>
    <loc>https://thecontinuumbrief.com/articles/mc-pdd-masked-corpus-level-pretraining-data-detection-for-black-box-large-langua</loc>
    <news:news>
      <news:publication>
        <news:name>The Continuum Brief</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-06-09T04:00:00+00:00</news:publication_date>
      <news:title>MC-PDD: Masked Corpus-Level Pretraining Data Detection for Black-Box Large Language Models</news:title>
      <news:keywords>AI, cs.CL, cs.AI</news:keywords>
    </news:news>
  </url>
  <url>
    <loc>https://thecontinuumbrief.com/articles/gvc-seg-training-free-3d-instance-segmentation-via-geometric-visual-corresponden</loc>
    <news:news>
      <news:publication>
        <news:name>The Continuum Brief</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-06-09T04:00:00+00:00</news:publication_date>
      <news:title>GVC-Seg: Training-Free 3D Instance Segmentation via Geometric Visual Correspondence</news:title>
      <news:keywords>AI, cs.CV, cs.AI</news:keywords>
    </news:news>
  </url>
  <url>
    <loc>https://thecontinuumbrief.com/articles/sci-rho-a-multilingual-visually-grounded-symbolic-benchmark-for-stem-problems</loc>
    <news:news>
      <news:publication>
        <news:name>The Continuum Brief</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-06-09T04:00:00+00:00</news:publication_date>
      <news:title>Sci-Rho: A Multilingual Visually-Grounded Symbolic Benchmark for STEM Problems</news:title>
      <news:keywords>AI, cs.CV, cs.AI, cs.CL</news:keywords>
    </news:news>
  </url>
  <url>
    <loc>https://thecontinuumbrief.com/articles/robust-u1-can-mllms-self-recover-corrupted-visual-content-for-robust-understandi</loc>
    <news:news>
      <news:publication>
        <news:name>The Continuum Brief</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-06-09T04:00:00+00:00</news:publication_date>
      <news:title>Robust-U1: Can MLLMs Self-Recover Corrupted Visual Content for Robust Understanding?</news:title>
      <news:keywords>AI, cs.CV, cs.AI, cs.CL</news:keywords>
    </news:news>
  </url>
  <url>
    <loc>https://thecontinuumbrief.com/articles/repair-before-veto-when-repair-is-hidden-quantum-accessible-features-for-repair-</loc>
    <news:news>
      <news:publication>
        <news:name>The Continuum Brief</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-06-09T04:00:00+00:00</news:publication_date>
      <news:title>Repair Before Veto, When Repair Is Hidden: Quantum-Accessible Features for Repair-Augmented Constraint Learning</news:title>
      <news:keywords>AI, quant-ph, cs.AI</news:keywords>
    </news:news>
  </url>
  <url>
    <loc>https://thecontinuumbrief.com/articles/aligned-but-not-partner-specific-distinguishing-how-multimodal-llm-agents-succee</loc>
    <news:news>
      <news:publication>
        <news:name>The Continuum Brief</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-06-09T04:00:00+00:00</news:publication_date>
      <news:title>Aligned but Not Partner-Specific: Distinguishing How Multimodal LLM Agents Succeed in Reference Games Without Human-Like Conventions</news:title>
      <news:keywords>AI, cs.CL, cs.AI</news:keywords>
    </news:news>
  </url>
  <url>
    <loc>https://thecontinuumbrief.com/articles/egoaero-learning-dexterous-manipulation-from-a-single-egocentric-video-without-o</loc>
    <news:news>
      <news:publication>
        <news:name>The Continuum Brief</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-06-09T04:00:00+00:00</news:publication_date>
      <news:title>EgoAERO: Learning Dexterous Manipulation from a Single Egocentric Video without Object Assets</news:title>
      <news:keywords>AI, cs.RO, cs.AI</news:keywords>
    </news:news>
  </url>
  <url>
    <loc>https://thecontinuumbrief.com/articles/human-centered-benchmarking-of-driver-monitoring-models</loc>
    <news:news>
      <news:publication>
        <news:name>The Continuum Brief</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-06-09T04:00:00+00:00</news:publication_date>
      <news:title>Human-Centered Benchmarking of Driver Monitoring Models</news:title>
      <news:keywords>AI, cs.CV, cs.AI</news:keywords>
    </news:news>
  </url>
  <url>
    <loc>https://thecontinuumbrief.com/articles/closing-the-sim-to-real-gap-an-evaluation-framework-for-autonomous-cyber-defense</loc>
    <news:news>
      <news:publication>
        <news:name>The Continuum Brief</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-06-09T04:00:00+00:00</news:publication_date>
      <news:title>Closing the Sim-to-Real Gap: An Evaluation Framework for Autonomous Cyber Defense Configuration of Commercial EDR</news:title>
      <news:keywords>AI, cs.CR, cs.AI</news:keywords>
    </news:news>
  </url>
  <url>
    <loc>https://thecontinuumbrief.com/articles/i-understand-your-perspective-llm-persuasion-and-sycophancy-through-the-lens-of-</loc>
    <news:news>
      <news:publication>
        <news:name>The Continuum Brief</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-06-09T04:00:00+00:00</news:publication_date>
      <news:title>&quot;I understand your perspective&quot;: LLM Persuasion and Sycophancy through the Lens of Communicative Action Theory</news:title>
      <news:keywords>AI, cs.CL, cs.AI, cs.CY</news:keywords>
    </news:news>
  </url>
  <url>
    <loc>https://thecontinuumbrief.com/articles/fast-llm-based-semantic-filtering-from-a-unified-framework-to-an-adaptive-two-ph</loc>
    <news:news>
      <news:publication>
        <news:name>The Continuum Brief</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-06-09T04:00:00+00:00</news:publication_date>
      <news:title>Fast LLM-Based Semantic Filtering: From a Unified Framework to an Adaptive Two-Phase Method</news:title>
      <news:keywords>AI, cs.DB, cs.AI</news:keywords>
    </news:news>
  </url>
  <url>
    <loc>https://thecontinuumbrief.com/articles/the-governance-of-human-llm-interaction-safety-gating-civility-steering-and-affe</loc>
    <news:news>
      <news:publication>
        <news:name>The Continuum Brief</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-06-09T04:00:00+00:00</news:publication_date>
      <news:title>The Governance of Human-LLM Interaction: Safety Gating, Civility Steering, and Affective Default Lock-In</news:title>
      <news:keywords>AI, cs.HC, cs.AI, cs.CY</news:keywords>
    </news:news>
  </url>
  <url>
    <loc>https://thecontinuumbrief.com/articles/ego-pi-vla-fine-tuning-for-ego-centric-human-and-robot-data</loc>
    <news:news>
      <news:publication>
        <news:name>The Continuum Brief</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-06-09T04:00:00+00:00</news:publication_date>
      <news:title>Ego-Pi: VLA Fine-Tuning for Ego-Centric Human and Robot Data</news:title>
      <news:keywords>AI, cs.RO, cs.AI</news:keywords>
    </news:news>
  </url>
  <url>
    <loc>https://thecontinuumbrief.com/articles/lcam-a-framework-for-diagnosing-interactional-alignment-failures-in-con-versatio</loc>
    <news:news>
      <news:publication>
        <news:name>The Continuum Brief</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-06-09T04:00:00+00:00</news:publication_date>
      <news:title>LCAM: A Framework for Diagnosing Interactional Alignment Failures in Con-versational AI</news:title>
      <news:keywords>AI, cs.HC, cs.AI</news:keywords>
    </news:news>
  </url>
  <url>
    <loc>https://thecontinuumbrief.com/articles/rapid-layer-wise-redundancy-aware-pruning-and-importance-driven-token-merging-fo</loc>
    <news:news>
      <news:publication>
        <news:name>The Continuum Brief</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-06-09T04:00:00+00:00</news:publication_date>
      <news:title>RAPID: Layer-Wise Redundancy-Aware Pruning and Importance-Driven Token Merging for Efficient ViT</news:title>
      <news:keywords>AI, cs.CV, cs.AI</news:keywords>
    </news:news>
  </url>
  <url>
    <loc>https://thecontinuumbrief.com/articles/constrained-paraphrase-consistency-for-llm-hallucination-detection</loc>
    <news:news>
      <news:publication>
        <news:name>The Continuum Brief</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-06-09T04:00:00+00:00</news:publication_date>
      <news:title>Constrained Paraphrase Consistency for LLM Hallucination Detection</news:title>
      <news:keywords>AI, cs.CL, cs.AI</news:keywords>
    </news:news>
  </url>
  <url>
    <loc>https://thecontinuumbrief.com/articles/contemporary-ai-lacks-the-imagination-to-diverge-or-negate-in-science</loc>
    <news:news>
      <news:publication>
        <news:name>The Continuum Brief</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-06-09T04:00:00+00:00</news:publication_date>
      <news:title>Contemporary AI lacks the imagination to diverge or negate in science</news:title>
      <news:keywords>AI, cs.CY, cs.AI</news:keywords>
    </news:news>
  </url>
  <url>
    <loc>https://thecontinuumbrief.com/articles/an-ai-security-agent-for-university-acmis-multi-vector-threat-detection-and-auto</loc>
    <news:news>
      <news:publication>
        <news:name>The Continuum Brief</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-06-09T04:00:00+00:00</news:publication_date>
      <news:title>An AI Security Agent for University ACMIS: Multi-Vector Threat Detection and Automated Response</news:title>
      <news:keywords>AI, cs.CR, cs.AI, cs.ET</news:keywords>
    </news:news>
  </url>
  <url>
    <loc>https://thecontinuumbrief.com/articles/post-agi-economies-superposition-and-the-second-fundamental-theorem-of-welfare-e</loc>
    <news:news>
      <news:publication>
        <news:name>The Continuum Brief</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-06-09T04:00:00+00:00</news:publication_date>
      <news:title>Post-AGI Economies: Superposition and the Second Fundamental Theorem of Welfare Economics</news:title>
      <news:keywords>AI, cs.GT, cs.AI</news:keywords>
    </news:news>
  </url>
  <url>
    <loc>https://thecontinuumbrief.com/articles/agrigov-a-structured-multilingual-dataset-curation-for-indian-government-schemes</loc>
    <news:news>
      <news:publication>
        <news:name>The Continuum Brief</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-06-09T04:00:00+00:00</news:publication_date>
      <news:title>AgriGov: A Structured Multilingual Dataset Curation for Indian Government Schemes for Farmers</news:title>
      <news:keywords>AI, cs.CL, cs.AI</news:keywords>
    </news:news>
  </url>
  <url>
    <loc>https://thecontinuumbrief.com/articles/so-theres-a-catch-22-here-how-early-adopters-who-build-multi-agent-llm-systems-c</loc>
    <news:news>
      <news:publication>
        <news:name>The Continuum Brief</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-06-09T04:00:00+00:00</news:publication_date>
      <news:title>&quot;So There&apos;s a Catch-22 Here&quot;: How Early Adopters Who Build Multi-Agent LLM Systems Conceptualize Transparency</news:title>
      <news:keywords>AI, cs.HC, cs.AI</news:keywords>
    </news:news>
  </url>
  <url>
    <loc>https://thecontinuumbrief.com/articles/self-supervised-vision-transformers-for-cbct-based-detection-of-temporomandibula</loc>
    <news:news>
      <news:publication>
        <news:name>The Continuum Brief</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-06-09T04:00:00+00:00</news:publication_date>
      <news:title>Self-Supervised Vision Transformers for CBCT-Based Detection of Temporomandibular Joint Osteoarthritis</news:title>
      <news:keywords>AI, cs.CV, cs.AI</news:keywords>
    </news:news>
  </url>
  <url>
    <loc>https://thecontinuumbrief.com/articles/emergence-world-a-platform-for-evaluating-long-horizon-multi-agent-autonomy</loc>
    <news:news>
      <news:publication>
        <news:name>The Continuum Brief</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-06-09T04:00:00+00:00</news:publication_date>
      <news:title>Emergence World: A Platform for Evaluating Long-Horizon Multi-Agent Autonomy</news:title>
      <news:keywords>AI, cs.MA, cs.AI</news:keywords>
    </news:news>
  </url>
  <url>
    <loc>https://thecontinuumbrief.com/articles/sceneconductor-3d-scene-generation-from-single-image-with-multi-agent-orchestrat</loc>
    <news:news>
      <news:publication>
        <news:name>The Continuum Brief</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-06-09T04:00:00+00:00</news:publication_date>
      <news:title>SceneConductor: 3D Scene Generation from Single Image with Multi-Agent Orchestration</news:title>
      <news:keywords>AI, cs.CV, cs.AI, cs.MA</news:keywords>
    </news:news>
  </url>
  <url>
    <loc>https://thecontinuumbrief.com/articles/set-based-transformer-for-atmospheric-compensation-in-standoff-lwir-hyperspectra</loc>
    <news:news>
      <news:publication>
        <news:name>The Continuum Brief</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-06-09T04:00:00+00:00</news:publication_date>
      <news:title>Set-Based Transformer for Atmospheric Compensation in Standoff LWIR Hyperspectral Imaging</news:title>
      <news:keywords>AI, cs.CV, cs.AI</news:keywords>
    </news:news>
  </url>
  <url>
    <loc>https://thecontinuumbrief.com/articles/auditing-proprietary-alignment-in-large-language-models-a-comparative-framework-</loc>
    <news:news>
      <news:publication>
        <news:name>The Continuum Brief</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-06-09T04:00:00+00:00</news:publication_date>
      <news:title>Auditing Proprietary Alignment in Large Language Models: A Comparative Framework Without a Ground-Truth Standard</news:title>
      <news:keywords>AI, cs.CL, cs.AI</news:keywords>
    </news:news>
  </url>
  <url>
    <loc>https://thecontinuumbrief.com/articles/impacts-of-histories-and-models-on-llm-grading-a-study-in-advanced-software-engi</loc>
    <news:news>
      <news:publication>
        <news:name>The Continuum Brief</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-06-09T04:00:00+00:00</news:publication_date>
      <news:title>Impacts of Histories and Models on LLM Grading: A Study in Advanced Software Engineering Courses</news:title>
      <news:keywords>AI, cs.SE, cs.AI, cs.CL</news:keywords>
    </news:news>
  </url>
  <url>
    <loc>https://thecontinuumbrief.com/articles/hiding-in-plain-floats-steganographic-carriers-for-indirect-prompt-and-content-i</loc>
    <news:news>
      <news:publication>
        <news:name>The Continuum Brief</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-06-09T04:00:00+00:00</news:publication_date>
      <news:title>Hiding in Plain Floats: Steganographic Carriers for Indirect Prompt and Content Injection</news:title>
      <news:keywords>AI, cs.CR, cs.AI</news:keywords>
    </news:news>
  </url>
  <url>
    <loc>https://thecontinuumbrief.com/articles/timpateks-automatic-in-place-text-sequence-modification-via-diffusion-language-m</loc>
    <news:news>
      <news:publication>
        <news:name>The Continuum Brief</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-06-09T04:00:00+00:00</news:publication_date>
      <news:title>TimpaTeks: Automatic In-place Text Sequence Modification via Diffusion Language Model Steering</news:title>
      <news:keywords>AI, cs.CL, cs.AI</news:keywords>
    </news:news>
  </url>
  <url>
    <loc>https://thecontinuumbrief.com/articles/pact-self-evolving-physical-safety-alignment-for-diffusion-policies-in-embodied-</loc>
    <news:news>
      <news:publication>
        <news:name>The Continuum Brief</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-06-09T04:00:00+00:00</news:publication_date>
      <news:title>PACT: Self-Evolving Physical Safety Alignment for Diffusion Policies in Embodied Manipulation</news:title>
      <news:keywords>AI, cs.RO, cs.AI</news:keywords>
    </news:news>
  </url>
  <url>
    <loc>https://thecontinuumbrief.com/articles/hacking-generative-perplexity-why-unconditional-text-evaluation-needs-distributi</loc>
    <news:news>
      <news:publication>
        <news:name>The Continuum Brief</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-06-09T04:00:00+00:00</news:publication_date>
      <news:title>Hacking Generative Perplexity: Why Unconditional Text Evaluation Needs Distributional Metrics</news:title>
      <news:keywords>AI, cs.CL, cs.AI</news:keywords>
    </news:news>
  </url>
  <url>
    <loc>https://thecontinuumbrief.com/articles/segment-level-tree-search-for-long-meeting-document-summarization</loc>
    <news:news>
      <news:publication>
        <news:name>The Continuum Brief</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-06-09T04:00:00+00:00</news:publication_date>
      <news:title>Segment-level Tree Search for Long Meeting Document Summarization</news:title>
      <news:keywords>AI, cs.CL, cs.AI</news:keywords>
    </news:news>
  </url>
  <url>
    <loc>https://thecontinuumbrief.com/articles/covebench-can-video-editing-models-handle-complex-instructions</loc>
    <news:news>
      <news:publication>
        <news:name>The Continuum Brief</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-06-09T04:00:00+00:00</news:publication_date>
      <news:title>CoVEBench: Can Video Editing Models Handle Complex Instructions?</news:title>
      <news:keywords>AI, cs.CV, cs.AI</news:keywords>
    </news:news>
  </url>
  <url>
    <loc>https://thecontinuumbrief.com/articles/ai-code-sandboxes-a-comparative-security-study-part-1-of-2-engine-level-properti</loc>
    <news:news>
      <news:publication>
        <news:name>The Continuum Brief</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-06-09T04:00:00+00:00</news:publication_date>
      <news:title>AI Code Sandboxes: A Comparative Security Study. Part 1 of 2 -- Engine-Level Properties (Attack Surface, Leakage, Stackability, CVE History, Patch Cadence, Fuzzing)</news:title>
      <news:keywords>AI, cs.CR, cs.AI</news:keywords>
    </news:news>
  </url>
  <url>
    <loc>https://thecontinuumbrief.com/articles/sycophancy-as-a-multilingual-alignment-failure-how-safety-degrades-across-langua</loc>
    <news:news>
      <news:publication>
        <news:name>The Continuum Brief</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-06-09T04:00:00+00:00</news:publication_date>
      <news:title>Sycophancy as a Multilingual Alignment Failure: How Safety Degrades Across Languages, Topics, and Models</news:title>
      <news:keywords>AI, cs.CL, cs.AI</news:keywords>
    </news:news>
  </url>
  <url>
    <loc>https://thecontinuumbrief.com/articles/more-yap-less-meaning-uncovering-self-improvement-behavior-in-slms</loc>
    <news:news>
      <news:publication>
        <news:name>The Continuum Brief</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-06-09T04:00:00+00:00</news:publication_date>
      <news:title>More Yap Less Meaning: Uncovering Self-Improvement Behavior in SLMs</news:title>
      <news:keywords>AI, cs.CL, cs.AI</news:keywords>
    </news:news>
  </url>
  <url>
    <loc>https://thecontinuumbrief.com/articles/flashcp-load-balanced-communication-efficient-context-parallelism-for-llm-traini</loc>
    <news:news>
      <news:publication>
        <news:name>The Continuum Brief</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-06-09T04:00:00+00:00</news:publication_date>
      <news:title>FlashCP: Load-Balanced Communication-Efficient Context Parallelism for LLM Training</news:title>
      <news:keywords>AI, cs.DC, cs.AI</news:keywords>
    </news:news>
  </url>
  <url>
    <loc>https://thecontinuumbrief.com/articles/seeing-is-believing-aligning-prompt-rewriting-with-visual-anchors-for-text-to-im</loc>
    <news:news>
      <news:publication>
        <news:name>The Continuum Brief</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-06-09T04:00:00+00:00</news:publication_date>
      <news:title>Seeing is Believing: Aligning Prompt Rewriting with Visual Anchors for Text-to-Image Generation</news:title>
      <news:keywords>AI, cs.CV, cs.AI</news:keywords>
    </news:news>
  </url>
  <url>
    <loc>https://thecontinuumbrief.com/articles/the-director-of-national-intelligence-needs-more-than-political-loyalty-to-do-th</loc>
    <news:news>
      <news:publication>
        <news:name>The Continuum Brief</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-06-09T03:42:58+00:00</news:publication_date>
      <news:title>The director of national intelligence needs more than political loyalty to do the job</news:title>
      <news:keywords>Defence Tech, Ideas</news:keywords>
    </news:news>
  </url>
  <url>
    <loc>https://thecontinuumbrief.com/articles/what-if-the-a-10-had-ai-electronic-warfare-gear</loc>
    <news:news>
      <news:publication>
        <news:name>The Continuum Brief</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-06-09T03:19:15+00:00</news:publication_date>
      <news:title>What if the A-10 had AI &amp; electronic-warfare gear?</news:title>
      <news:keywords>Defence Tech, Defense Systems</news:keywords>
    </news:news>
  </url>
  <url>
    <loc>https://thecontinuumbrief.com/articles/aws-cost-explorer-launches-intelligent-cost-explanations-powered-by-amazon-q</loc>
    <news:news>
      <news:publication>
        <news:name>The Continuum Brief</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-06-09T03:00:00+00:00</news:publication_date>
      <news:title>AWS Cost Explorer launches intelligent cost explanations powered by Amazon Q</news:title>
      <news:keywords>Infrastructure Software, general:products/aws-cost-explorer,marketing:marchitecture/cost-management,general:products/cloud-financial-management,marketing:marchitecture/artificial-intelligence</news:keywords>
    </news:news>
  </url>
  <url>
    <loc>https://thecontinuumbrief.com/articles/astera-labs-take-some-chips-off-the-table-rating-downgrade</loc>
    <news:news>
      <news:publication>
        <news:name>The Continuum Brief</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-06-09T02:19:49+00:00</news:publication_date>
      <news:title>Astera Labs: Take Some Chips Off The Table (Rating Downgrade)</news:title>
      <news:keywords>Capital Markets, ALAB, Bay Area Ideas</news:keywords>
    </news:news>
  </url>
  <url>
    <loc>https://thecontinuumbrief.com/articles/why-apples-slow-and-steady-ai-bet-is-starting-to-look-pretty-smart</loc>
    <news:news>
      <news:publication>
        <news:name>The Continuum Brief</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-06-09T01:56:48+00:00</news:publication_date>
      <news:title>Why Apple’s slow-and-steady AI bet is starting to look pretty smart</news:title>
      <news:keywords>AI, AI, Apple, iPhone, siri ai, WWDC 2026</news:keywords>
    </news:news>
  </url>
  <url>
    <loc>https://thecontinuumbrief.com/articles/has-india-lost-the-ai-race-not-entirely</loc>
    <news:news>
      <news:publication>
        <news:name>The Continuum Brief</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-06-09T01:30:02+00:00</news:publication_date>
      <news:title>Has India lost the AI race? Not entirely</news:title>
      <news:keywords>Capital Markets</news:keywords>
    </news:news>
  </url>
  <url>
    <loc>https://thecontinuumbrief.com/articles/asia-chip-linked-shares-recover-after-us-peers-bounce-back</loc>
    <news:news>
      <news:publication>
        <news:name>The Continuum Brief</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-06-09T01:25:56+00:00</news:publication_date>
      <news:title>Asia chip-linked shares recover after U.S. peers bounce back</news:title>
      <news:keywords>Capital Markets</news:keywords>
    </news:news>
  </url>
  <url>
    <loc>https://thecontinuumbrief.com/articles/uncle-sam-considers-buying-a-seat-on-the-titanic</loc>
    <news:news>
      <news:publication>
        <news:name>The Continuum Brief</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-06-09T01:17:57+00:00</news:publication_date>
      <news:title>Uncle Sam considers buying a seat on the Titanic</news:title>
      <news:keywords>Infrastructure Software, ai and ml</news:keywords>
    </news:news>
  </url>
  <url>
    <loc>https://thecontinuumbrief.com/articles/vc-25b-air-force-one-bridge-aircraft-now-wears-trumps-preferred-red-white-and-bl</loc>
    <news:news>
      <news:publication>
        <news:name>The Continuum Brief</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-06-09T01:09:47+00:00</news:publication_date>
      <news:title>VC-25B Air Force One “Bridge” Aircraft Now Wears Trump’s Preferred Red, White, and Blue Paint Job</news:title>
      <news:keywords>Defence Tech, Air, Air Force One, Air Forces, News &amp; Features, POTUS, Transports, U.S. Air Force</news:keywords>
    </news:news>
  </url>
  <url>
    <loc>https://thecontinuumbrief.com/articles/macbook-neo-vs-acer-swift-air-14-ive-used-both-budget-laptops-this-model-clearly</loc>
    <news:news>
      <news:publication>
        <news:name>The Continuum Brief</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-06-09T00:57:00+00:00</news:publication_date>
      <news:title>MacBook Neo vs. Acer Swift Air 14: I&apos;ve used both budget laptops - this model clearly wins</news:title>
      <news:keywords>AI</news:keywords>
    </news:news>
  </url>
  <url>
    <loc>https://thecontinuumbrief.com/articles/mercors-brendan-foody-calls-out-sequoia-over-dual-pricing-valuation-tricks</loc>
    <news:news>
      <news:publication>
        <news:name>The Continuum Brief</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-06-09T00:45:56+00:00</news:publication_date>
      <news:title>Mercor’s Brendan Foody calls out Sequoia over ‘dual-pricing’ valuation tricks</news:title>
      <news:keywords>AI, AI, Venture, Mercor, Sequoia Partners, Valuations</news:keywords>
    </news:news>
  </url>
  <url>
    <loc>https://thecontinuumbrief.com/articles/ubuntu-mate-is-continuing-despite-no-ubuntu-mate-2604-release</loc>
    <news:news>
      <news:publication>
        <news:name>The Continuum Brief</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-06-09T00:45:10+00:00</news:publication_date>
      <news:title>Ubuntu MATE Is Continuing Despite No Ubuntu MATE 26.04 Release</news:title>
      <news:keywords>Infrastructure Software</news:keywords>
    </news:news>
  </url>
  <url>
    <loc>https://thecontinuumbrief.com/articles/perplexity-plans-ipo-in-2028-regardless-of-what-happens-to-anthropic-or-openai-c</loc>
    <news:news>
      <news:publication>
        <news:name>The Continuum Brief</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-06-09T00:44:43+00:00</news:publication_date>
      <news:title>Perplexity plans IPO in 2028 regardless of what happens to Anthropic or OpenAI, CEO tells CNBC</news:title>
      <news:keywords>Capital Markets</news:keywords>
    </news:news>
  </url>
  <url>
    <loc>https://thecontinuumbrief.com/articles/podcast-with-robert-wille-ceo-of-the-munich-quantum-software-company</loc>
    <news:news>
      <news:publication>
        <news:name>The Continuum Brief</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-06-09T00:31:54+00:00</news:publication_date>
      <news:title>Podcast with Robert Wille, CEO of the Munich Quantum Software Company</news:title>
      <news:keywords>Quantum, Uncategorized</news:keywords>
    </news:news>
  </url>
  <url>
    <loc>https://thecontinuumbrief.com/articles/field-demonstration-of-trusted-node-qkd-over-deployed-single-mode-and-multi-core</loc>
    <news:news>
      <news:publication>
        <news:name>The Continuum Brief</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-06-09T00:31:00+00:00</news:publication_date>
      <news:title>Field Demonstration of Trusted-Node QKD over Deployed Single-Mode and Multi-Core Fiber Infrastructure</news:title>
      <news:keywords>Quantum, Uncategorized</news:keywords>
    </news:news>
  </url>
  <url>
    <loc>https://thecontinuumbrief.com/articles/fedora-44-risc-v-images-released-including-new-omni-kernel-for-broader-risc-v-ha</loc>
    <news:news>
      <news:publication>
        <news:name>The Continuum Brief</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-06-09T00:25:00+00:00</news:publication_date>
      <news:title>Fedora 44 RISC-V Images Released, Including New &quot;Omni&quot; Kernel For Broader RISC-V Hardware Support</news:title>
      <news:keywords>Infrastructure Software</news:keywords>
    </news:news>
  </url>
  <url>
    <loc>https://thecontinuumbrief.com/articles/apollo-and-blackstone-raise-35bn-in-chip-financing-deal-for-anthropic</loc>
    <news:news>
      <news:publication>
        <news:name>The Continuum Brief</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-06-08T23:50:11+00:00</news:publication_date>
      <news:title>Apollo and Blackstone raise $35bn in chip financing deal for Anthropic</news:title>
      <news:keywords>Capital Markets</news:keywords>
    </news:news>
  </url>
  <url>
    <loc>https://thecontinuumbrief.com/articles/apple-courts-developers-with-privacy-and-context-in-ai-comeback-bid</loc>
    <news:news>
      <news:publication>
        <news:name>The Continuum Brief</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-06-08T23:25:19+00:00</news:publication_date>
      <news:title>Apple courts developers with privacy and context in AI comeback bid</news:title>
      <news:keywords>Infrastructure Software, devops</news:keywords>
    </news:news>
  </url>
  <url>
    <loc>https://thecontinuumbrief.com/articles/sailor-charged-with-attempting-to-finance-isis-attack-on-us-troops</loc>
    <news:news>
      <news:publication>
        <news:name>The Continuum Brief</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-06-08T23:15:36+00:00</news:publication_date>
      <news:title>Sailor charged with attempting to finance ISIS attack on US troops</news:title>
      <news:keywords>Defence Tech, / Your Air Force</news:keywords>
    </news:news>
  </url>
  <url>
    <loc>https://thecontinuumbrief.com/articles/sailor-charged-with-attempting-to-finance-isis-attack-on-us-troops-2</loc>
    <news:news>
      <news:publication>
        <news:name>The Continuum Brief</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-06-08T23:15:36+00:00</news:publication_date>
      <news:title>Sailor charged with attempting to finance ISIS attack on US troops</news:title>
      <news:keywords>Defence Tech, / Your Army</news:keywords>
    </news:news>
  </url>
  <url>
    <loc>https://thecontinuumbrief.com/articles/sailor-charged-with-attempting-to-finance-isis-attack-on-us-troops-3</loc>
    <news:news>
      <news:publication>
        <news:name>The Continuum Brief</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-06-08T23:15:36+00:00</news:publication_date>
      <news:title>Sailor charged with attempting to finance ISIS attack on US troops</news:title>
      <news:keywords>Defence Tech, / Your Navy</news:keywords>
    </news:news>
  </url>
  <url>
    <loc>https://thecontinuumbrief.com/articles/how-to-download-the-ios-27-developer-beta-right-now-and-which-models-support-it</loc>
    <news:news>
      <news:publication>
        <news:name>The Continuum Brief</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-06-08T23:14:00+00:00</news:publication_date>
      <news:title>How to download the iOS 27 developer beta right now (and which models support it)</news:title>
      <news:keywords>AI</news:keywords>
    </news:news>
  </url>
  <url>
    <loc>https://thecontinuumbrief.com/articles/trading-day-recovery-but-on-mute-reuters</loc>
    <news:news>
      <news:publication>
        <news:name>The Continuum Brief</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-06-08T23:12:59+00:00</news:publication_date>
      <news:title>Trading Day: Recovery, but on mute - Reuters</news:title>
      <news:keywords>Capital Markets</news:keywords>
    </news:news>
  </url>
  <url>
    <loc>https://thecontinuumbrief.com/articles/solar-is-crushing-gas-growth-worldwide-a-new-report-finds</loc>
    <news:news>
      <news:publication>
        <news:name>The Continuum Brief</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-06-08T23:01:00+00:00</news:publication_date>
      <news:title>Solar is crushing gas growth worldwide, a new report finds</news:title>
      <news:keywords>Autonomous Systems, News</news:keywords>
    </news:news>
  </url>
  <url>
    <loc>https://thecontinuumbrief.com/articles/cloud-tested-quantum-noise-model-predicts-superconducting-qubit-errors-with-seve</loc>
    <news:news>
      <news:publication>
        <news:name>The Continuum Brief</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-06-08T23:00:02+00:00</news:publication_date>
      <news:title>Cloud-tested quantum noise model predicts superconducting qubit errors with sevenfold better accuracy</news:title>
      <news:keywords>Quantum, Superconductivity</news:keywords>
    </news:news>
  </url>
  <url>
    <loc>https://thecontinuumbrief.com/articles/jim-cramer-says-sovereign-ai-is-nvidias-powerful-new-growth-driver</loc>
    <news:news>
      <news:publication>
        <news:name>The Continuum Brief</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-06-08T23:00:01+00:00</news:publication_date>
      <news:title>Jim Cramer says sovereign AI is Nvidia&apos;s powerful new growth driver</news:title>
      <news:keywords>Capital Markets</news:keywords>
    </news:news>
  </url>
  <url>
    <loc>https://thecontinuumbrief.com/articles/trumps-100000-h-1b-visa-fee-blocked-by-judge</loc>
    <news:news>
      <news:publication>
        <news:name>The Continuum Brief</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-06-08T22:46:58+00:00</news:publication_date>
      <news:title>Trump’s $100,000 H-1B visa fee blocked by judge</news:title>
      <news:keywords>Capital Markets</news:keywords>
    </news:news>
  </url>
  <url>
    <loc>https://thecontinuumbrief.com/articles/as-openai-files-for-ipo-sam-altmans-eye-scanning-company-is-doing-layoffs-report</loc>
    <news:news>
      <news:publication>
        <news:name>The Continuum Brief</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-06-08T22:41:45+00:00</news:publication_date>
      <news:title>As OpenAI files for IPO, Sam Altman’s eye-scanning company is doing layoffs, report says</news:title>
      <news:keywords>AI, AI, TC</news:keywords>
    </news:news>
  </url>
  <url>
    <loc>https://thecontinuumbrief.com/articles/apples-wwdc-ai-demos-looked-more-real-after-250m-false-ad-settlement</loc>
    <news:news>
      <news:publication>
        <news:name>The Continuum Brief</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-06-08T22:39:57+00:00</news:publication_date>
      <news:title>Apple’s WWDC AI demos looked more real after $250M false ad settlement</news:title>
      <news:keywords>AI, AI, Apps, Gadgets, TC, apple intellignce, siri, wwdc, WWDC 2026</news:keywords>
    </news:news>
  </url>
  <url>
    <loc>https://thecontinuumbrief.com/articles/openai-files-to-go-public-in-blockbuster-wall-street-listing</loc>
    <news:news>
      <news:publication>
        <news:name>The Continuum Brief</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-06-08T22:23:37+00:00</news:publication_date>
      <news:title>OpenAI files to go public in blockbuster Wall Street listing</news:title>
      <news:keywords>Capital Markets</news:keywords>
    </news:news>
  </url>
  <url>
    <loc>https://thecontinuumbrief.com/articles/jim-cramer-warns-key-pillars-of-the-bull-market-are-beginning-to-crumble</loc>
    <news:news>
      <news:publication>
        <news:name>The Continuum Brief</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-06-08T22:18:39+00:00</news:publication_date>
      <news:title>Jim Cramer warns key pillars of the bull market are beginning to crumble</news:title>
      <news:keywords>Capital Markets</news:keywords>
    </news:news>
  </url>
  <url>
    <loc>https://thecontinuumbrief.com/articles/the-ipados-27-developer-beta-is-here-how-to-download-it</loc>
    <news:news>
      <news:publication>
        <news:name>The Continuum Brief</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-06-08T22:18:08+00:00</news:publication_date>
      <news:title>The iPadOS 27 developer beta is here - how to download it</news:title>
      <news:keywords>AI</news:keywords>
    </news:news>
  </url>
  <url>
    <loc>https://thecontinuumbrief.com/articles/amd-support-being-added-to-ufs-host-controller-pci-driver-in-linux-72</loc>
    <news:news>
      <news:publication>
        <news:name>The Continuum Brief</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-06-08T22:17:08+00:00</news:publication_date>
      <news:title>AMD Support Being Added To UFS Host Controller PCI Driver In Linux 7.2</news:title>
      <news:keywords>Infrastructure Software</news:keywords>
    </news:news>
  </url>
  <url>
    <loc>https://thecontinuumbrief.com/articles/norks-blast-250-fake-job-offers-to-developers-over-6-weeks-to-try-and-snarf-cred</loc>
    <news:news>
      <news:publication>
        <news:name>The Continuum Brief</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-06-08T22:13:20+00:00</news:publication_date>
      <news:title>Norks blast 250+ fake job offers to developers over 6 weeks to try and snarf creds and crypto</news:title>
      <news:keywords>Infrastructure Software, security</news:keywords>
    </news:news>
  </url>
  <url>
    <loc>https://thecontinuumbrief.com/articles/the-3-new-macos-27-features-im-looking-forward-to-most-starting-with-siri-ai</loc>
    <news:news>
      <news:publication>
        <news:name>The Continuum Brief</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-06-08T22:13:00+00:00</news:publication_date>
      <news:title>The 3 new MacOS 27 features I&apos;m looking forward to most - starting with Siri AI</news:title>
      <news:keywords>AI</news:keywords>
    </news:news>
  </url>
  <url>
    <loc>https://thecontinuumbrief.com/articles/nfcshare-android-malware-spreads-via-fake-banking-app-updates-on-github</loc>
    <news:news>
      <news:publication>
        <news:name>The Continuum Brief</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-06-08T22:11:58+00:00</news:publication_date>
      <news:title>NFCShare Android malware spreads via fake banking app updates on GitHub</news:title>
      <news:keywords>Infrastructure Software, Security, Mobile</news:keywords>
    </news:news>
  </url>
  <url>
    <loc>https://thecontinuumbrief.com/articles/asian-stocks-set-to-rebound-on-iran-ai-optimism-markets-wrap-bloombergcom</loc>
    <news:news>
      <news:publication>
        <news:name>The Continuum Brief</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-06-08T22:11:30+00:00</news:publication_date>
      <news:title>Asian Stocks Set to Rebound on Iran, AI Optimism: Markets Wrap - Bloomberg.com</news:title>
      <news:keywords>Capital Markets</news:keywords>
    </news:news>
  </url>
  <url>
    <loc>https://thecontinuumbrief.com/articles/sofi-confirms-third-party-data-breach-at-hong-kong-subsidiary</loc>
    <news:news>
      <news:publication>
        <news:name>The Continuum Brief</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-06-08T21:55:46+00:00</news:publication_date>
      <news:title>SoFi confirms third-party data breach at Hong Kong subsidiary</news:title>
      <news:keywords>Infrastructure Software, Security</news:keywords>
    </news:news>
  </url>
  <url>
    <loc>https://thecontinuumbrief.com/articles/army-touts-mortars-app-for-soldiers-to-fire-rounds-via-smartphone-tablet</loc>
    <news:news>
      <news:publication>
        <news:name>The Continuum Brief</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-06-08T21:46:12+00:00</news:publication_date>
      <news:title>Army touts ‘Mortars App’ for soldiers to fire rounds via smartphone, tablet</news:title>
      <news:keywords>Defence Tech, Uncategorized, application, Army, indirect fires, mortars, software</news:keywords>
    </news:news>
  </url>
  <url>
    <loc>https://thecontinuumbrief.com/articles/bmws-electric-m3-doesnt-imitate-a-v8-it-does-something-cooler</loc>
    <news:news>
      <news:publication>
        <news:name>The Continuum Brief</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-06-08T21:44:19+00:00</news:publication_date>
      <news:title>BMW’s Electric M3 Doesn’t Imitate A V8. It Does Something Cooler</news:title>
      <news:keywords>Autonomous Systems</news:keywords>
    </news:news>
  </url>
  <url>
    <loc>https://thecontinuumbrief.com/articles/these-2-ios-27-upgrades-will-solve-more-of-my-daily-problems-than-siri-ai-ever-w</loc>
    <news:news>
      <news:publication>
        <news:name>The Continuum Brief</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-06-08T21:42:26+00:00</news:publication_date>
      <news:title>These 2 iOS 27 upgrades will solve more of my daily problems than Siri AI ever will</news:title>
      <news:keywords>AI</news:keywords>
    </news:news>
  </url>
  <url>
    <loc>https://thecontinuumbrief.com/articles/openai-confidentially-files-for-ipo-on-the-heels-of-spacex-and-anthropic</loc>
    <news:news>
      <news:publication>
        <news:name>The Continuum Brief</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-06-08T21:31:58+00:00</news:publication_date>
      <news:title>OpenAI Confidentially Files for IPO on the Heels of SpaceX and Anthropic</news:title>
      <news:keywords>AI, Business, Business / Artificial Intelligence</news:keywords>
    </news:news>
  </url>
  <url>
    <loc>https://thecontinuumbrief.com/articles/following-anthropic-openai-files-confidentially-for-ipo</loc>
    <news:news>
      <news:publication>
        <news:name>The Continuum Brief</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-06-08T21:29:57+00:00</news:publication_date>
      <news:title>Following Anthropic, OpenAI files confidentially for IPO</news:title>
      <news:keywords>AI, AI</news:keywords>
    </news:news>
  </url>
  <url>
    <loc>https://thecontinuumbrief.com/articles/your-tesla-is-twice-as-likely-to-hit-250000-miles-as-a-subaru-study</loc>
    <news:news>
      <news:publication>
        <news:name>The Continuum Brief</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-06-08T21:29:48+00:00</news:publication_date>
      <news:title>Your Tesla Is Twice As Likely To Hit 250,000 Miles As A Subaru: Study</news:title>
      <news:keywords>Autonomous Systems</news:keywords>
    </news:news>
  </url>
  <url>
    <loc>https://thecontinuumbrief.com/articles/apples-orwellian-device-controls-for-tots-also-mean-more-work-for-parents</loc>
    <news:news>
      <news:publication>
        <news:name>The Continuum Brief</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-06-08T21:28:59+00:00</news:publication_date>
      <news:title>Apple’s Orwellian device controls for tots also mean more work for parents</news:title>
      <news:keywords>Infrastructure Software, personal tech</news:keywords>
    </news:news>
  </url>
  <url>
    <loc>https://thecontinuumbrief.com/articles/byds-1000-hp-drop-top-luxury-ev-spotted-undisguised-images</loc>
    <news:news>
      <news:publication>
        <news:name>The Continuum Brief</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-06-08T21:27:53+00:00</news:publication_date>
      <news:title>BYD’s 1,000+ hp drop-top luxury EV spotted undisguised [Images]</news:title>
      <news:keywords>Autonomous Systems, News</news:keywords>
    </news:news>
  </url>
  <url>
    <loc>https://thecontinuumbrief.com/articles/iwo-jima-completes-deployment-nimitz-heading-back-to-the-united-states</loc>
    <news:news>
      <news:publication>
        <news:name>The Continuum Brief</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-06-08T21:21:21+00:00</news:publication_date>
      <news:title>Iwo Jima Completes Deployment, Nimitz Heading Back To The United States</news:title>
      <news:keywords>Defence Tech, Sea, Carrier Tracker, Carriers</news:keywords>
    </news:news>
  </url>
  <url>
    <loc>https://thecontinuumbrief.com/articles/openai-confidentially-files-for-ipo-prepping-wall-street-for-mega-ai-debut</loc>
    <news:news>
      <news:publication>
        <news:name>The Continuum Brief</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-06-08T21:19:44+00:00</news:publication_date>
      <news:title>OpenAI confidentially files for IPO, prepping Wall Street for mega AI debut</news:title>
      <news:keywords>Capital Markets</news:keywords>
    </news:news>
  </url>
  <url>
    <loc>https://thecontinuumbrief.com/articles/apple-plays-catch-up-at-wwdc</loc>
    <news:news>
      <news:publication>
        <news:name>The Continuum Brief</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-06-08T21:15:42+00:00</news:publication_date>
      <news:title>Apple plays catch-up at WWDC</news:title>
      <news:keywords>AI, AI, Apps, TC</news:keywords>
    </news:news>
  </url>
  <url>
    <loc>https://thecontinuumbrief.com/articles/combatant-commands-generating-war-plans-faster-and-sooner-with-ai</loc>
    <news:news>
      <news:publication>
        <news:name>The Continuum Brief</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-06-08T21:15:40+00:00</news:publication_date>
      <news:title>Combatant commands generating war plans ‘faster and sooner’ with AI</news:title>
      <news:keywords>Defence Tech, AI, Adm. Richard Correll, Artificial Intelligence (AI), data, Gen. Randall Reed, STRATCOM, Strategic Command, TRANSCOM</news:keywords>
    </news:news>
  </url>
  <url>
    <loc>https://thecontinuumbrief.com/articles/i-quit-safari-for-chrome-but-these-new-macos-27-features-could-pull-me-back</loc>
    <news:news>
      <news:publication>
        <news:name>The Continuum Brief</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-06-08T21:12:50+00:00</news:publication_date>
      <news:title>I quit Safari for Chrome, but these new MacOS 27 features could pull me back</news:title>
      <news:keywords>AI</news:keywords>
    </news:news>
  </url>
  <url>
    <loc>https://thecontinuumbrief.com/articles/apple-partnering-with-google-and-nvidia-for-most-advanced-ai-model</loc>
    <news:news>
      <news:publication>
        <news:name>The Continuum Brief</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-06-08T21:12:45+00:00</news:publication_date>
      <news:title>Apple partnering with Google and Nvidia for most advanced AI model</news:title>
      <news:keywords>Capital Markets</news:keywords>
    </news:news>
  </url>
  <url>
    <loc>https://thecontinuumbrief.com/articles/new-cryogenic-silicon-carbide-hardware-addresses-quantum-computing-bottleneck</loc>
    <news:news>
      <news:publication>
        <news:name>The Continuum Brief</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-06-08T21:10:06+00:00</news:publication_date>
      <news:title>New cryogenic silicon carbide hardware addresses quantum computing bottleneck</news:title>
      <news:keywords>Quantum, Condensed Matter</news:keywords>
    </news:news>
  </url>
  <url>
    <loc>https://thecontinuumbrief.com/articles/disa-to-begin-migrating-combatant-commands-to-unified-it-network-in-2028</loc>
    <news:news>
      <news:publication>
        <news:name>The Continuum Brief</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-06-08T21:09:59+00:00</news:publication_date>
      <news:title>DISA to begin migrating combatant commands to unified IT network in 2028</news:title>
      <news:keywords>Defence Tech, IT, COCOMNet, CommandNet, Defense Information Systems Agency, DISA, DODNet, IT Modernization, Kelli Garczynski</news:keywords>
    </news:news>
  </url>
  <url>
    <loc>https://thecontinuumbrief.com/articles/new-apple-feature-automatically-changes-your-compromised-passwords</loc>
    <news:news>
      <news:publication>
        <news:name>The Continuum Brief</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-06-08T21:03:40+00:00</news:publication_date>
      <news:title>New Apple feature automatically changes your compromised passwords</news:title>
      <news:keywords>Infrastructure Software, Apple, Security</news:keywords>
    </news:news>
  </url>
  <url>
    <loc>https://thecontinuumbrief.com/articles/the-lucid-gravitys-latest-update-brings-hands-free-driving-and-google-maps-infor</loc>
    <news:news>
      <news:publication>
        <news:name>The Continuum Brief</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-06-08T21:00:00+00:00</news:publication_date>
      <news:title>The Lucid Gravity&apos;s Latest Update Brings Hands-Free Driving And Google Maps Information</news:title>
      <news:keywords>Autonomous Systems</news:keywords>
    </news:news>
  </url>
  <url>
    <loc>https://thecontinuumbrief.com/articles/aws-compute-optimizer-now-supports-idle-recommendations-for-six-additional-resou</loc>
    <news:news>
      <news:publication>
        <news:name>The Continuum Brief</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-06-08T21:00:00+00:00</news:publication_date>
      <news:title>AWS Compute Optimizer now supports idle recommendations for six additional resource types</news:title>
      <news:keywords>Infrastructure Software, marketing:marchitecture/cost-management,general:products/aws-compute-optimizer</news:keywords>
    </news:news>
  </url>
  <url>
    <loc>https://thecontinuumbrief.com/articles/silent-ransom-group-hits-us-law-firms-in-escalating-extortion-attacks</loc>
    <news:news>
      <news:publication>
        <news:name>The Continuum Brief</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-06-08T20:59:52+00:00</news:publication_date>
      <news:title>Silent Ransom Group Hits US Law Firms in Escalating Extortion Attacks</news:title>
      <news:keywords>Infrastructure Software</news:keywords>
    </news:news>
  </url>
  <url>
    <loc>https://thecontinuumbrief.com/articles/nvidia-ceo-jensen-huang-declines-senate-testimony-on-ai-china-and-exports</loc>
    <news:news>
      <news:publication>
        <news:name>The Continuum Brief</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-06-08T20:54:34+00:00</news:publication_date>
      <news:title>Nvidia CEO Jensen Huang declines Senate testimony on AI, China and exports</news:title>
      <news:keywords>Capital Markets</news:keywords>
    </news:news>
  </url>
  <url>
    <loc>https://thecontinuumbrief.com/articles/apple-bets-cheaper-ai-will-woo-small-developers</loc>
    <news:news>
      <news:publication>
        <news:name>The Continuum Brief</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-06-08T20:53:55+00:00</news:publication_date>
      <news:title>Apple bets cheaper AI will woo small developers</news:title>
      <news:keywords>AI, AI, Apps, Apple, developers, wwdc</news:keywords>
    </news:news>
  </url>
  <url>
    <loc>https://thecontinuumbrief.com/articles/waymo-bought-apples-self-driving-car-proving-ground-for-220m</loc>
    <news:news>
      <news:publication>
        <news:name>The Continuum Brief</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-06-08T20:50:55+00:00</news:publication_date>
      <news:title>Waymo bought Apple’s self-driving car proving ground for $220M</news:title>
      <news:keywords>Autonomous Systems, Transportation, Apple, Exclusive</news:keywords>
    </news:news>
  </url>
  <url>
    <loc>https://thecontinuumbrief.com/articles/watchos-27-has-arrived-how-to-download-the-developer-beta-now</loc>
    <news:news>
      <news:publication>
        <news:name>The Continuum Brief</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-06-08T20:46:34+00:00</news:publication_date>
      <news:title>WatchOS 27 has arrived: How to download the developer beta now</news:title>
      <news:keywords>AI</news:keywords>
    </news:news>
  </url>
  <url>
    <loc>https://thecontinuumbrief.com/articles/franco-german-future-fighter-effort-collapses-over-irreconcilable-differences</loc>
    <news:news>
      <news:publication>
        <news:name>The Continuum Brief</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-06-08T20:44:46+00:00</news:publication_date>
      <news:title>Franco-German Future Fighter Effort Collapses Over Irreconcilable Differences</news:title>
      <news:keywords>Defence Tech, Air, Air Forces, Fighters, French Air Force</news:keywords>
    </news:news>
  </url>
  <url>
    <loc>https://thecontinuumbrief.com/articles/new-shai-hulud-attack-trojanizes-19-science-focused-pypi-packages</loc>
    <news:news>
      <news:publication>
        <news:name>The Continuum Brief</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-06-08T20:41:35+00:00</news:publication_date>
      <news:title>New Shai-Hulud attack trojanizes 19 science-focused PyPI packages</news:title>
      <news:keywords>Infrastructure Software, Security</news:keywords>
    </news:news>
  </url>
  <url>
    <loc>https://thecontinuumbrief.com/articles/us-judge-scraps-trump-policy-restricting-wind-solar-tax-breaks-reuters</loc>
    <news:news>
      <news:publication>
        <news:name>The Continuum Brief</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-06-08T20:39:43+00:00</news:publication_date>
      <news:title>US judge scraps Trump policy restricting wind, solar tax breaks - Reuters</news:title>
      <news:keywords>Capital Markets</news:keywords>
    </news:news>
  </url>
  <url>
    <loc>https://thecontinuumbrief.com/articles/stop-wasting-gpu-budget-autoscaling-ai-inference-on-kubernetes-with-keda</loc>
    <news:news>
      <news:publication>
        <news:name>The Continuum Brief</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-06-08T20:39:38+00:00</news:publication_date>
      <news:title>Stop Wasting GPU Budget: Autoscaling AI Inference on Kubernetes with KEDA</news:title>
      <news:keywords>Infrastructure Software, Container/Kubernetes Management, Contributed Content, Social - Facebook, Social - LinkedIn, Social - X, AI Inference, autoscaling, GPU Scaling</news:keywords>
    </news:news>
  </url>
  <url>
    <loc>https://thecontinuumbrief.com/articles/corning-strikes-another-multibillion-dollar-ai-deal-what-the-new-amazon-pact-mea</loc>
    <news:news>
      <news:publication>
        <news:name>The Continuum Brief</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-06-08T20:33:32+00:00</news:publication_date>
      <news:title>Corning strikes another multibillion-dollar AI deal. What the new Amazon pact means for the stock</news:title>
      <news:keywords>Capital Markets</news:keywords>
    </news:news>
  </url>
  <url>
    <loc>https://thecontinuumbrief.com/articles/its-do-or-die-for-apple-ai</loc>
    <news:news>
      <news:publication>
        <news:name>The Continuum Brief</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-06-08T20:32:18+00:00</news:publication_date>
      <news:title>It&apos;s do or die for Apple AI</news:title>
      <news:keywords>Infrastructure Software, ai and ml</news:keywords>
    </news:news>
  </url>
  <url>
    <loc>https://thecontinuumbrief.com/articles/ios-27s-shortcuts-upgrade-makes-automations-easy-to-build-and-will-save-me-so-mu</loc>
    <news:news>
      <news:publication>
        <news:name>The Continuum Brief</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-06-08T20:32:00+00:00</news:publication_date>
      <news:title>iOS 27&apos;s Shortcuts upgrade makes automations easy to build - and will save me so much time</news:title>
      <news:keywords>AI</news:keywords>
    </news:news>
  </url>
  <url>
    <loc>https://thecontinuumbrief.com/articles/macos-27-is-almost-here-how-to-download-the-developer-beta-now</loc>
    <news:news>
      <news:publication>
        <news:name>The Continuum Brief</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-06-08T20:31:11+00:00</news:publication_date>
      <news:title>MacOS 27 is almost here: How to download the developer beta now</news:title>
      <news:keywords>AI</news:keywords>
    </news:news>
  </url>
  <url>
    <loc>https://thecontinuumbrief.com/articles/check-point-vpn-flaw-exploited-since-early-may</loc>
    <news:news>
      <news:publication>
        <news:name>The Continuum Brief</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-06-08T20:28:35+00:00</news:publication_date>
      <news:title>Check Point VPN Flaw Exploited Since Early May</news:title>
      <news:keywords>Infrastructure Software</news:keywords>
    </news:news>
  </url>
  <url>
    <loc>https://thecontinuumbrief.com/articles/uk-gives-big-tech-3-months-to-create-device-controls-to-block-nude-images-of-kid</loc>
    <news:news>
      <news:publication>
        <news:name>The Continuum Brief</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-06-08T20:24:00+00:00</news:publication_date>
      <news:title>UK gives big tech 3 months to create device controls to block nude images of kids</news:title>
      <news:keywords>Infrastructure Software, Government, News, Privacy</news:keywords>
    </news:news>
  </url>
  <url>
    <loc>https://thecontinuumbrief.com/articles/the-new-siri-ai-could-cost-you-heres-why</loc>
    <news:news>
      <news:publication>
        <news:name>The Continuum Brief</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-06-08T20:20:57+00:00</news:publication_date>
      <news:title>The new Siri AI could cost you - here&apos;s why</news:title>
      <news:keywords>AI</news:keywords>
    </news:news>
  </url>
  <url>
    <loc>https://thecontinuumbrief.com/articles/apple-unveils-long-awaited-ai-siri-after-years-of-delays</loc>
    <news:news>
      <news:publication>
        <news:name>The Continuum Brief</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-06-08T20:19:18+00:00</news:publication_date>
      <news:title>Apple unveils long-awaited AI Siri after years of delays</news:title>
      <news:keywords>Capital Markets</news:keywords>
    </news:news>
  </url>
  <url>
    <loc>https://thecontinuumbrief.com/articles/paramount-offers-concessions-to-head-off-state-antitrust-lawsuit-bloombergcom</loc>
    <news:news>
      <news:publication>
        <news:name>The Continuum Brief</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-06-08T20:13:58+00:00</news:publication_date>
      <news:title>Paramount Offers Concessions to Head Off State Antitrust Lawsuit - Bloomberg.com</news:title>
      <news:keywords>Capital Markets</news:keywords>
    </news:news>
  </url>
  <url>
    <loc>https://thecontinuumbrief.com/articles/pentagon-restores-alibaba-baidu-and-byd-to-chinese-military-blacklist</loc>
    <news:news>
      <news:publication>
        <news:name>The Continuum Brief</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-06-08T20:00:43+00:00</news:publication_date>
      <news:title>Pentagon restores Alibaba, Baidu and BYD to Chinese military blacklist</news:title>
      <news:keywords>Capital Markets</news:keywords>
    </news:news>
  </url>
  <url>
    <loc>https://thecontinuumbrief.com/articles/fords-30000-ev-pickup-is-getting-closer-you-may-even-see-one-out-in-the-wild</loc>
    <news:news>
      <news:publication>
        <news:name>The Continuum Brief</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-06-08T19:55:27+00:00</news:publication_date>
      <news:title>Ford’s $30,000 EV pickup is getting closer — You may even see one out in the wild</news:title>
      <news:keywords>Autonomous Systems, News</news:keywords>
    </news:news>
  </url>
  <url>
    <loc>https://thecontinuumbrief.com/articles/surveillance-is-not-safety-a-statement-on-the-uks-latest-threat-to-privacy-pdf</loc>
    <news:news>
      <news:publication>
        <news:name>The Continuum Brief</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-06-08T19:42:28+00:00</news:publication_date>
      <news:title>Surveillance Is Not Safety: A statement on the UK&apos;s latest threat to privacy [pdf]</news:title>
      <news:keywords>Infrastructure Software</news:keywords>
    </news:news>
  </url>
  <url>
    <loc>https://thecontinuumbrief.com/articles/every-iphone-model-that-supports-the-ios-27-update-and-which-older-ones-dont</loc>
    <news:news>
      <news:publication>
        <news:name>The Continuum Brief</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-06-08T19:41:00+00:00</news:publication_date>
      <news:title>Every iPhone model that supports the iOS 27 update (and which older ones don&apos;t)</news:title>
      <news:keywords>AI</news:keywords>
    </news:news>
  </url>
  <url>
    <loc>https://thecontinuumbrief.com/articles/kc-135-tanker-spotted-with-new-satellite-communications-antenna</loc>
    <news:news>
      <news:publication>
        <news:name>The Continuum Brief</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-06-08T19:40:53+00:00</news:publication_date>
      <news:title>KC-135 Tanker Spotted With New Satellite Communications Antenna</news:title>
      <news:keywords>Defence Tech, Air, Air Forces, Airborne Communications, KC-135, News &amp; Features, Tankers, U.S. Air Force</news:keywords>
    </news:news>
  </url>
  <url>
    <loc>https://thecontinuumbrief.com/articles/uk-calls-for-device-based-nude-controls</loc>
    <news:news>
      <news:publication>
        <news:name>The Continuum Brief</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-06-08T19:39:44+00:00</news:publication_date>
      <news:title>UK calls for “device-based” nude controls</news:title>
      <news:keywords>Infrastructure Software, UK, Government, Privacy, child protection, apple, google</news:keywords>
    </news:news>
  </url>
  <url>
    <loc>https://thecontinuumbrief.com/articles/amazon-msk-express-brokers-now-support-automatic-topic-creation-with-kafka-strea</loc>
    <news:news>
      <news:publication>
        <news:name>The Continuum Brief</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-06-08T19:36:00+00:00</news:publication_date>
      <news:title>Amazon MSK Express Brokers now support automatic topic creation with Kafka Streams</news:title>
      <news:keywords>Infrastructure Software, marketing:marchitecture/analytics,general:products/amazon-msk</news:keywords>
    </news:news>
  </url>
  <url>
    <loc>https://thecontinuumbrief.com/articles/tars-brings-real-life-embodied-ai-to-icra-2026-robotics-conference</loc>
    <news:news>
      <news:publication>
        <news:name>The Continuum Brief</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-06-08T19:33:37+00:00</news:publication_date>
      <news:title>TARS brings real-life embodied AI to ICRA 2026 robotics conference</news:title>
      <news:keywords>Robotics, Artificial Intelligence, Components, automation news, DexHand, dexterous manipulation, embodied ai, embodied intelligence, humanoid robots</news:keywords>
    </news:news>
  </url>
  <url>
    <loc>https://thecontinuumbrief.com/articles/levelplay-shows-off-magnetically-attached-fans-that-are-reversible-connect-via-p</loc>
    <news:news>
      <news:publication>
        <news:name>The Continuum Brief</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-06-08T19:32:35+00:00</news:publication_date>
      <news:title>Levelplay shows off magnetically attached fans that are reversible, connect via pogo pins and USB-C – plus an AIO that trades a screen for a big knob</news:title>
      <news:keywords>Infrastructure Software, Cooling, PC Components</news:keywords>
    </news:news>
  </url>
  <url>
    <loc>https://thecontinuumbrief.com/articles/say-hi-to-siri-aiapple-announces-new-more-conversational-voice-assistant</loc>
    <news:news>
      <news:publication>
        <news:name>The Continuum Brief</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-06-08T19:30:05+00:00</news:publication_date>
      <news:title>Say hi to &quot;Siri AI&quot;—Apple announces new, more &quot;conversational&quot; voice assistant</news:title>
      <news:keywords>AI, AI, Apple, apple, apple intelligence, Siri</news:keywords>
    </news:news>
  </url>
  <url>
    <loc>https://thecontinuumbrief.com/articles/what-to-expect-at-the-berlin-air-show</loc>
    <news:news>
      <news:publication>
        <news:name>The Continuum Brief</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-06-08T19:30:00+00:00</news:publication_date>
      <news:title>What to expect at the Berlin Air Show</news:title>
      <news:keywords>Defence Tech, Air Warfare, Air Force, Europe, Germany, ILA Berlin Multimedia 2026, Video</news:keywords>
    </news:news>
  </url>
  <url>
    <loc>https://thecontinuumbrief.com/articles/the-new-ios-27-child-safety-features-im-most-excited-about-as-a-parent</loc>
    <news:news>
      <news:publication>
        <news:name>The Continuum Brief</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-06-08T19:27:02+00:00</news:publication_date>
      <news:title>The new iOS 27 child safety features I&apos;m most excited about as a parent</news:title>
      <news:keywords>AI</news:keywords>
    </news:news>
  </url>
  <url>
    <loc>https://thecontinuumbrief.com/articles/apple-shares-reverse-lower-after-big-siri-news-why-were-not-bothered</loc>
    <news:news>
      <news:publication>
        <news:name>The Continuum Brief</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-06-08T19:27:00+00:00</news:publication_date>
      <news:title>Apple shares reverse lower after big Siri news. Why we&apos;re not bothered</news:title>
      <news:keywords>Capital Markets</news:keywords>
    </news:news>
  </url>
  <url>
    <loc>https://thecontinuumbrief.com/articles/how-ai-is-solving-the-memory-crunch-it-created</loc>
    <news:news>
      <news:publication>
        <news:name>The Continuum Brief</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-06-08T19:25:40+00:00</news:publication_date>
      <news:title>How AI is solving the memory crunch it created</news:title>
      <news:keywords>Infrastructure Software, AI Infrastructure, FinOps, Hardware, sponsor-hpe, sponsored-post</news:keywords>
    </news:news>
  </url>
  <url>
    <loc>https://thecontinuumbrief.com/articles/trillion-labs-targets-ai-data-centers-and-power-plants-with-industrial-world-mod</loc>
    <news:news>
      <news:publication>
        <news:name>The Continuum Brief</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-06-08T19:22:23+00:00</news:publication_date>
      <news:title>Trillion Labs Targets AI Data Centers and Power Plants with Industrial World Models</news:title>
      <news:keywords>Infrastructure Software</news:keywords>
    </news:news>
  </url>
  <url>
    <loc>https://thecontinuumbrief.com/articles/donut-labs-solid-state-battery-exposed-as-regular-li-ion-in-damning-investigatio</loc>
    <news:news>
      <news:publication>
        <news:name>The Continuum Brief</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-06-08T19:18:17+00:00</news:publication_date>
      <news:title>Donut Lab’s ‘solid-state’ battery exposed as regular li-ion in damning investigation</news:title>
      <news:keywords>Autonomous Systems, News, battery swap</news:keywords>
    </news:news>
  </url>
  <url>
    <loc>https://thecontinuumbrief.com/articles/apple-reveals-new-ai-architecture-built-around-google-gemini-models</loc>
    <news:news>
      <news:publication>
        <news:name>The Continuum Brief</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-06-08T19:14:47+00:00</news:publication_date>
      <news:title>Apple reveals new AI architecture built around Google Gemini models</news:title>
      <news:keywords>Infrastructure Software</news:keywords>
    </news:news>
  </url>
  <url>
    <loc>https://thecontinuumbrief.com/articles/switzerland-wil-have-a-referendum-to-cap-population-at-10m</loc>
    <news:news>
      <news:publication>
        <news:name>The Continuum Brief</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-06-08T19:09:48+00:00</news:publication_date>
      <news:title>Switzerland wil have a referendum to cap population at 10M</news:title>
      <news:keywords>Infrastructure Software</news:keywords>
    </news:news>
  </url>
  <url>
    <loc>https://thecontinuumbrief.com/articles/iran-signed-a-ceasefire-its-hackers-didnt</loc>
    <news:news>
      <news:publication>
        <news:name>The Continuum Brief</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-06-08T19:07:48+00:00</news:publication_date>
      <news:title>Iran Signed a Ceasefire — Its Hackers Didn&apos;t</news:title>
      <news:keywords>Infrastructure Software</news:keywords>
    </news:news>
  </url>
  <url>
    <loc>https://thecontinuumbrief.com/articles/microsofts-pitch-to-enterprises-ditch-azure-repos-for-github-despite-its-rocky-r</loc>
    <news:news>
      <news:publication>
        <news:name>The Continuum Brief</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-06-08T19:05:40+00:00</news:publication_date>
      <news:title>Microsoft’s pitch to enterprises: Ditch Azure Repos for GitHub, despite its rocky reliability record</news:title>
      <news:keywords>Infrastructure Software, AI, AI Agents, AI Engineering, AI Infrastructure</news:keywords>
    </news:news>
  </url>
  <url>
    <loc>https://thecontinuumbrief.com/articles/how-defense-teams-can-scale-ai-without-increasing-data-risk</loc>
    <news:news>
      <news:publication>
        <news:name>The Continuum Brief</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-06-08T19:05:08+00:00</news:publication_date>
      <news:title>How defense teams can scale AI without increasing data risk</news:title>
      <news:keywords>Defence Tech, Networks &amp; Digital Warfare, Sponsored Post, artificial intelligence AI, Cigent, Cigent custom, cyber security, data risk, networks</news:keywords>
    </news:news>
  </url>
  <url>
    <loc>https://thecontinuumbrief.com/articles/claude-codes-biggest-upgrade-yet-ran-5-agents-at-once-heres-what-happened</loc>
    <news:news>
      <news:publication>
        <news:name>The Continuum Brief</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-06-08T19:01:20+00:00</news:publication_date>
      <news:title>Claude Code’s biggest upgrade yet ran 5 agents at once — here’s what happened</news:title>
      <news:keywords>Infrastructure Software, AI Agents, AI Engineering, Developer tools</news:keywords>
    </news:news>
  </url>
  <url>
    <loc>https://thecontinuumbrief.com/articles/gemini-35-and-antigravity-come-to-google-notebooklm</loc>
    <news:news>
      <news:publication>
        <news:name>The Continuum Brief</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-06-08T19:00:30+00:00</news:publication_date>
      <news:title>Gemini 3.5 and Antigravity come to Google NotebookLM</news:title>
      <news:keywords>AI, AI, Google, Tech, gemini 3.5, generative ai, google, google notebookLM</news:keywords>
    </news:news>
  </url>
  <url>
    <loc>https://thecontinuumbrief.com/articles/research-uncovers-novel-electronic-properties-in-quantum-material</loc>
    <news:news>
      <news:publication>
        <news:name>The Continuum Brief</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-06-08T19:00:02+00:00</news:publication_date>
      <news:title>Research uncovers novel electronic properties in quantum material</news:title>
      <news:keywords>Quantum, Superconductivity</news:keywords>
    </news:news>
  </url>
  <url>
    <loc>https://thecontinuumbrief.com/articles/the-developers-cheat-code-everything-built-into-autheos-devhub-out-of-the-box</loc>
    <news:news>
      <news:publication>
        <news:name>The Continuum Brief</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-06-08T18:59:38+00:00</news:publication_date>
      <news:title>The Developer’s Cheat Code: Everything Built Into Autheo’s DevHub Out of the Box</news:title>
      <news:keywords>Robotics, Computing, Software, ai agents, AI infrastructure, Autheo DevHub, blockchain development, blockchain innovation, blockchain platform</news:keywords>
    </news:news>
  </url>
  <url>
    <loc>https://thecontinuumbrief.com/articles/amazon-documentdb-now-supports-engine-minor-version-starting-with-501</loc>
    <news:news>
      <news:publication>
        <news:name>The Continuum Brief</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-06-08T18:59:00+00:00</news:publication_date>
      <news:title>Amazon DocumentDB now supports engine minor version starting with 5.0.1</news:title>
      <news:keywords>Infrastructure Software, general:products/amazon-documentdb,marketing:marchitecture/databases</news:keywords>
    </news:news>
  </url>
  <url>
    <loc>https://thecontinuumbrief.com/articles/chinese-startup-claims-photonic-chip-production-without-duv-lithography-says-nan</loc>
    <news:news>
      <news:publication>
        <news:name>The Continuum Brief</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-06-08T18:54:45+00:00</news:publication_date>
      <news:title>Chinese startup claims photonic chip production without DUV lithography, says nanoimprint process cuts costs by 90% — 8-inch wafers produced without conventional optical lithography</news:title>
      <news:keywords>Infrastructure Software, Semiconductors, Tech Industry, Manufacturing</news:keywords>
    </news:news>
  </url>
  <url>
    <loc>https://thecontinuumbrief.com/articles/navy-investigating-shooting-death-of-sailor-aboard-uss-john-f-kennedy</loc>
    <news:news>
      <news:publication>
        <news:name>The Continuum Brief</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-06-08T18:53:24+00:00</news:publication_date>
      <news:title>Navy investigating shooting death of sailor aboard USS John F. Kennedy</news:title>
      <news:keywords>Defence Tech, / Your Navy</news:keywords>
    </news:news>
  </url>
  <url>
    <loc>https://thecontinuumbrief.com/articles/apple-just-taught-your-iphone-to-finish-your-sentences-your-photos-and-your-work</loc>
    <news:news>
      <news:publication>
        <news:name>The Continuum Brief</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-06-08T18:48:45+00:00</news:publication_date>
      <news:title>Apple just taught your iPhone to finish your sentences, your photos, and your workflows</news:title>
      <news:keywords>AI, AI, Apps, Apple, Apple Intelligence, wwdc</news:keywords>
    </news:news>
  </url>
  <url>
    <loc>https://thecontinuumbrief.com/articles/apple-core-ai-framework</loc>
    <news:news>
      <news:publication>
        <news:name>The Continuum Brief</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-06-08T18:47:38+00:00</news:publication_date>
      <news:title>Apple Core AI Framework</news:title>
      <news:keywords>Infrastructure Software</news:keywords>
    </news:news>
  </url>
  <url>
    <loc>https://thecontinuumbrief.com/articles/apple-will-let-you-build-workflows-using-ai-in-its-new-shortcuts-app</loc>
    <news:news>
      <news:publication>
        <news:name>The Continuum Brief</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-06-08T18:45:12+00:00</news:publication_date>
      <news:title>Apple will let you build workflows using AI in its new Shortcuts app</news:title>
      <news:keywords>AI, AI, Apps, Apple, Shortcuts, wwdc</news:keywords>
    </news:news>
  </url>
  <url>
    <loc>https://thecontinuumbrief.com/articles/pentagon-bows-to-criticism-admitting-mistake-over-new-religious-list</loc>
    <news:news>
      <news:publication>
        <news:name>The Continuum Brief</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-06-08T18:43:47+00:00</news:publication_date>
      <news:title>Pentagon bows to criticism, admitting ‘mistake’ over new religious list</news:title>
      <news:keywords>Defence Tech, / Pentagon &amp; Congress</news:keywords>
    </news:news>
  </url>
  <url>
    <loc>https://thecontinuumbrief.com/articles/pentagon-bows-to-criticism-admitting-mistake-over-new-religious-list-2</loc>
    <news:news>
      <news:publication>
        <news:name>The Continuum Brief</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-06-08T18:43:47+00:00</news:publication_date>
      <news:title>Pentagon bows to criticism, admitting ‘mistake’ over new religious list</news:title>
      <news:keywords>Defence Tech, / Pentagon &amp; Congress</news:keywords>
    </news:news>
  </url>
  <url>
    <loc>https://thecontinuumbrief.com/articles/whatsapp-says-it-disrupted-new-nso-spyware-phishing-attacks</loc>
    <news:news>
      <news:publication>
        <news:name>The Continuum Brief</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-06-08T18:40:53+00:00</news:publication_date>
      <news:title>WhatsApp says it disrupted new NSO spyware phishing attacks</news:title>
      <news:keywords>Infrastructure Software, Security, Legal</news:keywords>
    </news:news>
  </url>
  <url>
    <loc>https://thecontinuumbrief.com/articles/apple-demonstrates-cross-platform-siri-upgrades-in-macos-27-golden-gate-at-wwdc-</loc>
    <news:news>
      <news:publication>
        <news:name>The Continuum Brief</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-06-08T18:40:17+00:00</news:publication_date>
      <news:title>Apple demonstrates cross-platform Siri upgrades in macOS 27 Golden Gate at WWDC — update brings Liquid Glass improvements and unifies AI strategy</news:title>
      <news:keywords>Infrastructure Software, MacOS, Software, Operating Systems</news:keywords>
    </news:news>
  </url>
  <url>
    <loc>https://thecontinuumbrief.com/articles/physicists-create-new-family-of-schrdinger-cat-states</loc>
    <news:news>
      <news:publication>
        <news:name>The Continuum Brief</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-06-08T18:40:06+00:00</news:publication_date>
      <news:title>Physicists create new family of Schrödinger-cat states</news:title>
      <news:keywords>Quantum, General Physics</news:keywords>
    </news:news>
  </url>
  <url>
    <loc>https://thecontinuumbrief.com/articles/7nrp-the-seventh-national-research-platform-workshop-part-one</loc>
    <news:news>
      <news:publication>
        <news:name>The Continuum Brief</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-06-08T18:39:57+00:00</news:publication_date>
      <news:title>7NRP: The Seventh National Research Platform Workshop, Part One</news:title>
      <news:keywords>Infrastructure Software, Features, 7NRP, Frank, Genesis Mission, Halicioğlu School of Data Science and Computing, Ilkay Altintas, Katie Antypas, Larry Smarr</news:keywords>
    </news:news>
  </url>
  <url>
    <loc>https://thecontinuumbrief.com/articles/5-best-towel-manufacturers-for-wholesale-purchasing</loc>
    <news:news>
      <news:publication>
        <news:name>The Continuum Brief</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-06-08T18:39:25+00:00</news:publication_date>
      <news:title>5 Best Towel Manufacturers for Wholesale Purchasing</news:title>
      <news:keywords>Robotics, Design, Manufacturing, bulk towel suppliers, business procurement, commercial textiles, healthcare textiles, hospitality industry, hospitality supplies</news:keywords>
    </news:news>
  </url>
  <url>
    <loc>https://thecontinuumbrief.com/articles/apples-image-playground-doesnt-suck-anymore</loc>
    <news:news>
      <news:publication>
        <news:name>The Continuum Brief</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-06-08T18:38:07+00:00</news:publication_date>
      <news:title>Apple’s Image Playground doesn’t suck anymore</news:title>
      <news:keywords>AI, AI, Apps, Apple, image playground, WWDC 2026</news:keywords>
    </news:news>
  </url>
  <url>
    <loc>https://thecontinuumbrief.com/articles/apples-photos-app-is-getting-new-ai-editing-features</loc>
    <news:news>
      <news:publication>
        <news:name>The Continuum Brief</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-06-08T18:36:04+00:00</news:publication_date>
      <news:title>Apple’s Photos app is getting new AI editing features</news:title>
      <news:keywords>AI, AI, Apps, Apple, wwdc</news:keywords>
    </news:news>
  </url>
  <url>
    <loc>https://thecontinuumbrief.com/articles/for-the-2nd-time-in-weeks-microsoft-packages-laced-with-credential-stealer</loc>
    <news:news>
      <news:publication>
        <news:name>The Continuum Brief</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-06-08T18:34:23+00:00</news:publication_date>
      <news:title>For the 2nd time in weeks, Microsoft packages laced with credential stealer</news:title>
      <news:keywords>AI, AI, Biz &amp; IT, Security, GitHub, microsoft, worms</news:keywords>
    </news:news>
  </url>
  <url>
    <loc>https://thecontinuumbrief.com/articles/apple-gives-siri-its-own-dedicated-app</loc>
    <news:news>
      <news:publication>
        <news:name>The Continuum Brief</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-06-08T18:33:42+00:00</news:publication_date>
      <news:title>Apple gives Siri its own dedicated app</news:title>
      <news:keywords>AI, AI, Apple, siri, siri app, WWDC 2026</news:keywords>
    </news:news>
  </url>
  <url>
    <loc>https://thecontinuumbrief.com/articles/5-in-1-miniature-surgical-robot-is-the-size-of-a-seed</loc>
    <news:news>
      <news:publication>
        <news:name>The Continuum Brief</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-06-08T18:30:00+00:00</news:publication_date>
      <news:title>5-in-1 miniature surgical robot is the size of a seed</news:title>
      <news:keywords>Robotics</news:keywords>
    </news:news>
  </url>
  <url>
    <loc>https://thecontinuumbrief.com/articles/trump-memo-on-ai-aims-to-avoid-repeat-of-anthropic-debacle</loc>
    <news:news>
      <news:publication>
        <news:name>The Continuum Brief</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-06-08T18:28:36+00:00</news:publication_date>
      <news:title>Trump memo on AI aims to avoid repeat of Anthropic debacle</news:title>
      <news:keywords>Defence Tech, Networks &amp; Digital Warfare, Pentagon, AI &amp; Autonomy, AI ethics, anthropic, artificial intelligence AI, cyber security, Gen. John Shanahan</news:keywords>
    </news:news>
  </url>
  <url>
    <loc>https://thecontinuumbrief.com/articles/nvidia-and-sk-hynix-announce-partnership-to-advance-memory-for-ai-factories</loc>
    <news:news>
      <news:publication>
        <news:name>The Continuum Brief</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-06-08T18:23:46+00:00</news:publication_date>
      <news:title>NVIDIA and SK hynix Announce Partnership to Advance Memory for AI Factories</news:title>
      <news:keywords>Infrastructure Software</news:keywords>
    </news:news>
  </url>
  <url>
    <loc>https://thecontinuumbrief.com/articles/apple-is-fixing-the-headache-of-splitting-the-bill-with-its-new-siri-in-camera-f</loc>
    <news:news>
      <news:publication>
        <news:name>The Continuum Brief</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-06-08T18:23:04+00:00</news:publication_date>
      <news:title>Apple is fixing the headache of splitting the bill with its new Siri in Camera feature</news:title>
      <news:keywords>AI, AI, Apps, Gadgets, TC, Apple, siri, siri in camera, WWDC 2026</news:keywords>
    </news:news>
  </url>
  <url>
    <loc>https://thecontinuumbrief.com/articles/ask-hn-what-are-tools-you-have-made-for-yourself-since-the-advent-of-ai</loc>
    <news:news>
      <news:publication>
        <news:name>The Continuum Brief</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-06-08T18:22:39+00:00</news:publication_date>
      <news:title>Ask HN: What are tools you have made for yourself since the advent of AI?</news:title>
      <news:keywords>Infrastructure Software</news:keywords>
    </news:news>
  </url>
  <url>
    <loc>https://thecontinuumbrief.com/articles/rising-dollar-swings-threaten-to-dent-resilient-carry-trades-bloombergcom</loc>
    <news:news>
      <news:publication>
        <news:name>The Continuum Brief</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-06-08T18:21:05+00:00</news:publication_date>
      <news:title>Rising Dollar Swings Threaten to Dent Resilient Carry Trades - Bloomberg.com</news:title>
      <news:keywords>Capital Markets</news:keywords>
    </news:news>
  </url>
  <url>
    <loc>https://thecontinuumbrief.com/articles/tabletop-experiment-helps-reconcile-fundamental-physics</loc>
    <news:news>
      <news:publication>
        <news:name>The Continuum Brief</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-06-08T18:20:01+00:00</news:publication_date>
      <news:title>Tabletop experiment helps reconcile fundamental physics</news:title>
      <news:keywords>Quantum, General Physics</news:keywords>
    </news:news>
  </url>
  <url>
    <loc>https://thecontinuumbrief.com/articles/judge-blocks-trumps-100000-h-1b-visa-fee</loc>
    <news:news>
      <news:publication>
        <news:name>The Continuum Brief</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-06-08T18:18:22+00:00</news:publication_date>
      <news:title>Judge blocks Trump&apos;s $100,000 H-1B visa fee</news:title>
      <news:keywords>Capital Markets</news:keywords>
    </news:news>
  </url>
  <url>
    <loc>https://thecontinuumbrief.com/articles/siri-ai</loc>
    <news:news>
      <news:publication>
        <news:name>The Continuum Brief</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-06-08T18:17:53+00:00</news:publication_date>
      <news:title>Siri AI</news:title>
      <news:keywords>Infrastructure Software</news:keywords>
    </news:news>
  </url>
  <url>
    <loc>https://thecontinuumbrief.com/articles/apples-new-siri-ai-is-ready-to-get-personal</loc>
    <news:news>
      <news:publication>
        <news:name>The Continuum Brief</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-06-08T18:17:44+00:00</news:publication_date>
      <news:title>Apple’s New Siri AI Is Ready to Get Personal</news:title>
      <news:keywords>AI, Gear, Gear / Gear News and Events</news:keywords>
    </news:news>
  </url>
  <url>
    <loc>https://thecontinuumbrief.com/articles/ios-27-is-here-how-to-download-the-developer-beta-now</loc>
    <news:news>
      <news:publication>
        <news:name>The Continuum Brief</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-06-08T18:16:06+00:00</news:publication_date>
      <news:title>iOS 27 is here: How to download the developer beta now</news:title>
      <news:keywords>AI</news:keywords>
    </news:news>
  </url>
  <url>
    <loc>https://thecontinuumbrief.com/articles/transforming-solar-and-wind-maintenance-reports-with-genie-and-ai-agents</loc>
    <news:news>
      <news:publication>
        <news:name>The Continuum Brief</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-06-08T18:15:00+00:00</news:publication_date>
      <news:title>Transforming solar and wind maintenance reports with genie and AI agents</news:title>
      <news:keywords>Infrastructure Software, Company, Customers</news:keywords>
    </news:news>
  </url>
  <url>
    <loc>https://thecontinuumbrief.com/articles/apple-just-announced-ios-27-and-heres-which-iphones-support-it</loc>
    <news:news>
      <news:publication>
        <news:name>The Continuum Brief</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-06-08T18:15:00+00:00</news:publication_date>
      <news:title>Apple just announced iOS 27 and here&apos;s which iPhones support it</news:title>
      <news:keywords>AI</news:keywords>
    </news:news>
  </url>
  <url>
    <loc>https://thecontinuumbrief.com/articles/iran-and-israel-step-back-from-the-brink</loc>
    <news:news>
      <news:publication>
        <news:name>The Continuum Brief</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-06-08T18:06:49+00:00</news:publication_date>
      <news:title>Iran And Israel Step Back From The Brink</news:title>
      <news:keywords>Defence Tech, News &amp; Features, Around The Globe, Iran, Middle East, POTUS</news:keywords>
    </news:news>
  </url>
  <url>
    <loc>https://thecontinuumbrief.com/articles/apple-glossed-over-airpods-new-custom-eq-but-its-a-big-deal</loc>
    <news:news>
      <news:publication>
        <news:name>The Continuum Brief</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-06-08T18:04:27+00:00</news:publication_date>
      <news:title>Apple glossed over AirPods&apos; new custom EQ - but it&apos;s a big deal</news:title>
      <news:keywords>AI</news:keywords>
    </news:news>
  </url>
  <url>
    <loc>https://thecontinuumbrief.com/articles/silicon-valleys-new-buyout-playbook-is-hitting-wall-street</loc>
    <news:news>
      <news:publication>
        <news:name>The Continuum Brief</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-06-08T18:01:13+00:00</news:publication_date>
      <news:title>Silicon Valley’s new buyout playbook is hitting Wall Street</news:title>
      <news:keywords>Capital Markets</news:keywords>
    </news:news>
  </url>
  <url>
    <loc>https://thecontinuumbrief.com/articles/ecoflow-early-prime-day-power-station-deals-up-62-off-bonus-savings-and-free-gif</loc>
    <news:news>
      <news:publication>
        <news:name>The Continuum Brief</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-06-08T18:00:00+00:00</news:publication_date>
      <news:title>EcoFlow Early Prime Day power station deals up 62% off + bonus savings and FREE gifts/rewards from $149, more</news:title>
      <news:keywords>Autonomous Systems, News</news:keywords>
    </news:news>
  </url>
  <url>
    <loc>https://thecontinuumbrief.com/articles/running-cachyos-with-the-bore-scheduler-while-disabling-ananicy-cpp</loc>
    <news:news>
      <news:publication>
        <news:name>The Continuum Brief</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-06-08T17:56:47+00:00</news:publication_date>
      <news:title>Running CachyOS With The BORE Scheduler While Disabling Ananicy-CPP</news:title>
      <news:keywords>Infrastructure Software</news:keywords>
    </news:news>
  </url>
  <url>
    <loc>https://thecontinuumbrief.com/articles/apples-long-awaited-ai-siri-overhaul-is-finally-here</loc>
    <news:news>
      <news:publication>
        <news:name>The Continuum Brief</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-06-08T17:56:21+00:00</news:publication_date>
      <news:title>Apple’s long-awaited AI Siri overhaul is finally here</news:title>
      <news:keywords>AI, AI, Apps, Apple, siri, siri ai, wwdc</news:keywords>
    </news:news>
  </url>
  <url>
    <loc>https://thecontinuumbrief.com/articles/this-9000-ev-is-about-to-take-mexico-by-storm-meet-olinia</loc>
    <news:news>
      <news:publication>
        <news:name>The Continuum Brief</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-06-08T17:54:53+00:00</news:publication_date>
      <news:title>This $9,000 EV is about to take Mexico by storm: Meet Olinia</news:title>
      <news:keywords>Autonomous Systems, News</news:keywords>
    </news:news>
  </url>
  <url>
    <loc>https://thecontinuumbrief.com/articles/airbus-unveils-u145-uncrewed-cargo-helicopter</loc>
    <news:news>
      <news:publication>
        <news:name>The Continuum Brief</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-06-08T17:50:26+00:00</news:publication_date>
      <news:title>Airbus Unveils U145 Uncrewed Cargo Helicopter</news:title>
      <news:keywords>Defence Tech, Air, Around The Globe, Drones, Europe, Germany, Helicopters, News &amp; Features</news:keywords>
    </news:news>
  </url>
  <url>
    <loc>https://thecontinuumbrief.com/articles/amazon-cloudwatch-logs-insights-adds-23-new-query-commands-and-functions</loc>
    <news:news>
      <news:publication>
        <news:name>The Continuum Brief</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-06-08T17:50:00+00:00</news:publication_date>
      <news:title>Amazon CloudWatch Logs Insights adds 23 new query commands and functions</news:title>
      <news:keywords>Infrastructure Software, general:products/amazon-cloudwatch-logs,general:products/amazon-cloudwatch,marketing:marchitecture/management-and-governance</news:keywords>
    </news:news>
  </url>
  <url>
    <loc>https://thecontinuumbrief.com/articles/intel-expands-new-game-boosting-ibot-software-with-seven-more-games-up-to-a-27-i</loc>
    <news:news>
      <news:publication>
        <news:name>The Continuum Brief</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-06-08T17:49:06+00:00</news:publication_date>
      <news:title>Intel expands new game-boosting iBOT software with seven more games, up to a 27% improvement — Team Blue claims 12% average jump in newly-supported titles</news:title>
      <news:keywords>Infrastructure Software, CPUs, PC Components</news:keywords>
    </news:news>
  </url>
  <url>
    <loc>https://thecontinuumbrief.com/articles/us-approves-kuwait-request-to-buy-nearly-2-billion-of-counter-drone-platforms</loc>
    <news:news>
      <news:publication>
        <news:name>The Continuum Brief</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-06-08T17:46:16+00:00</news:publication_date>
      <news:title>US approves Kuwait request to buy nearly $2 billion of counter-drone platforms</news:title>
      <news:keywords>Defence Tech, / Mideast Africa</news:keywords>
    </news:news>
  </url>
  <url>
    <loc>https://thecontinuumbrief.com/articles/us-approves-kuwait-request-to-buy-nearly-2-billion-of-counter-drone-platforms-2</loc>
    <news:news>
      <news:publication>
        <news:name>The Continuum Brief</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-06-08T17:46:16+00:00</news:publication_date>
      <news:title>US approves Kuwait request to buy nearly $2 billion of counter-drone platforms</news:title>
      <news:keywords>Defence Tech, Battlefield Tech</news:keywords>
    </news:news>
  </url>
  <url>
    <loc>https://thecontinuumbrief.com/articles/trump-memo-pushes-national-security-agencies-to-move-faster-on-ai</loc>
    <news:news>
      <news:publication>
        <news:name>The Continuum Brief</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-06-08T17:46:00+00:00</news:publication_date>
      <news:title>Trump memo pushes national-security agencies to move faster on AI</news:title>
      <news:keywords>Defence Tech, Policy</news:keywords>
    </news:news>
  </url>
  <url>
    <loc>https://thecontinuumbrief.com/articles/the-uk-is-betting-on-a-billion-dollar-ai-supercomputer-to-kick-its-addiction-to-</loc>
    <news:news>
      <news:publication>
        <news:name>The Continuum Brief</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-06-08T17:44:28+00:00</news:publication_date>
      <news:title>The UK Is Betting on a Billion-Dollar AI Supercomputer to Kick Its Addiction to US Tech</news:title>
      <news:keywords>AI, Business, Business / Artificial Intelligence</news:keywords>
    </news:news>
  </url>
  <url>
    <loc>https://thecontinuumbrief.com/articles/is-skepticism-ukraines-foreign-policy-playbook</loc>
    <news:news>
      <news:publication>
        <news:name>The Continuum Brief</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-06-08T17:43:42+00:00</news:publication_date>
      <news:title>Is Skepticism Ukraine’s Foreign Policy Playbook?</news:title>
      <news:keywords>Defence Tech, Members, The Ukraine Compass</news:keywords>
    </news:news>
  </url>
  <url>
    <loc>https://thecontinuumbrief.com/articles/wwdc-2026-everything-announced-on-siri-ai-ios-27-apple-intelligence-and-more</loc>
    <news:news>
      <news:publication>
        <news:name>The Continuum Brief</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-06-08T17:42:26+00:00</news:publication_date>
      <news:title>WWDC 2026: Everything announced on Siri AI, iOS 27, Apple Intelligence and more</news:title>
      <news:keywords>AI, AI, Apple, wwdc</news:keywords>
    </news:news>
  </url>
  <url>
    <loc>https://thecontinuumbrief.com/articles/after-30-years-using-linux-i-have-only-4-complaints-and-2-send-me-back-to-my-mac</loc>
    <news:news>
      <news:publication>
        <news:name>The Continuum Brief</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-06-08T17:41:16+00:00</news:publication_date>
      <news:title>After 30 years using Linux, I have only 4 complaints - and 2 send me back to my MacBook</news:title>
      <news:keywords>AI</news:keywords>
    </news:news>
  </url>
  <url>
    <loc>https://thecontinuumbrief.com/articles/franco-german-spanish-fcas-fighter-program-dead-reports</loc>
    <news:news>
      <news:publication>
        <news:name>The Continuum Brief</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-06-08T17:36:00+00:00</news:publication_date>
      <news:title>Franco-German-Spanish FCAS fighter program dead: Reports</news:title>
      <news:keywords>Defence Tech, Air Warfare, Global, Air Force, Airbus, Dassault, Europe, FCAS, fighter jet</news:keywords>
    </news:news>
  </url>
  <url>
    <loc>https://thecontinuumbrief.com/articles/why-anthropic-just-doubled-claude-cowork-limits-at-no-charge</loc>
    <news:news>
      <news:publication>
        <news:name>The Continuum Brief</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-06-08T17:35:05+00:00</news:publication_date>
      <news:title>Why Anthropic just doubled Claude Cowork limits at no charge</news:title>
      <news:keywords>Infrastructure Software, AI Operations, AI Strategy, Large Language Models</news:keywords>
    </news:news>
  </url>
  <url>
    <loc>https://thecontinuumbrief.com/articles/meta-deletes-face-recognition-system-from-its-smart-glasses-app-after-wired-repo</loc>
    <news:news>
      <news:publication>
        <news:name>The Continuum Brief</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-06-08T17:31:11+00:00</news:publication_date>
      <news:title>Meta Deletes Face-Recognition System From Its Smart Glasses App After WIRED Report</news:title>
      <news:keywords>AI, Security, Security / Privacy, Security / Security News, Business / Big Tech, Business / Social Media</news:keywords>
    </news:news>
  </url>
  <url>
    <loc>https://thecontinuumbrief.com/articles/wwdc-2026-everything-announced-on-siri-ios-27-apple-intelligence-and-more</loc>
    <news:news>
      <news:publication>
        <news:name>The Continuum Brief</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-06-08T17:26:16+00:00</news:publication_date>
      <news:title>WWDC 2026: Everything announced on Siri, iOS 27, Apple Intelligence and more</news:title>
      <news:keywords>AI, AI, Apple, wwdc</news:keywords>
    </news:news>
  </url>
  <url>
    <loc>https://thecontinuumbrief.com/articles/convicted-ftx-founder-sam-bankman-fried-files-formal-request-for-trump-pardon</loc>
    <news:news>
      <news:publication>
        <news:name>The Continuum Brief</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-06-08T17:22:50+00:00</news:publication_date>
      <news:title>Convicted FTX founder Sam Bankman-Fried files formal request for Trump pardon</news:title>
      <news:keywords>Capital Markets</news:keywords>
    </news:news>
  </url>
  <url>
    <loc>https://thecontinuumbrief.com/articles/jlich-researchers-earn-top-honors-for-ai-based-scientific-novelty-indicator</loc>
    <news:news>
      <news:publication>
        <news:name>The Continuum Brief</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-06-08T17:18:59+00:00</news:publication_date>
      <news:title>Jülich Researchers Earn Top Honors for AI-Based Scientific Novelty Indicator</news:title>
      <news:keywords>Infrastructure Software</news:keywords>
    </news:news>
  </url>
  <url>
    <loc>https://thecontinuumbrief.com/articles/6-best-virtual-data-rooms-for-secure-due-diligence-and-deal-management</loc>
    <news:news>
      <news:publication>
        <news:name>The Continuum Brief</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-06-08T17:17:28+00:00</news:publication_date>
      <news:title>6 Best Virtual Data Rooms for Secure Due Diligence and Deal Management</news:title>
      <news:keywords>Robotics, Business, Computing, Financials &amp; Investments, Internet, audit trails, business software, compliance, corporate transactions</news:keywords>
    </news:news>
  </url>
  <url>
    <loc>https://thecontinuumbrief.com/articles/us-navy-fa-18-super-hornet-strikes-disables-oil-tanker-in-gulf-of-oman</loc>
    <news:news>
      <news:publication>
        <news:name>The Continuum Brief</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-06-08T17:16:38+00:00</news:publication_date>
      <news:title>US Navy F/A-18 Super Hornet strikes, disables oil tanker in Gulf of Oman</news:title>
      <news:keywords>Defence Tech, Flashpoints</news:keywords>
    </news:news>
  </url>
  <url>
    <loc>https://thecontinuumbrief.com/articles/us-navy-fa-18-super-hornet-strikes-disables-oil-tanker-in-gulf-of-oman-2</loc>
    <news:news>
      <news:publication>
        <news:name>The Continuum Brief</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-06-08T17:16:38+00:00</news:publication_date>
      <news:title>US Navy F/A-18 Super Hornet strikes, disables oil tanker in Gulf of Oman</news:title>
      <news:keywords>Defence Tech, / Mideast Africa</news:keywords>
    </news:news>
  </url>
  <url>
    <loc>https://thecontinuumbrief.com/articles/us-navy-fa-18-super-hornet-strikes-disables-oil-tanker-in-gulf-of-oman-3</loc>
    <news:news>
      <news:publication>
        <news:name>The Continuum Brief</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-06-08T17:16:38+00:00</news:publication_date>
      <news:title>US Navy F/A-18 Super Hornet strikes, disables oil tanker in Gulf of Oman</news:title>
      <news:keywords>Defence Tech, Flashpoints</news:keywords>
    </news:news>
  </url>
  <url>
    <loc>https://thecontinuumbrief.com/articles/aws-savings-plans-purchase-analyzer-now-supports-target-coverage-analysis</loc>
    <news:news>
      <news:publication>
        <news:name>The Continuum Brief</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-06-08T17:16:00+00:00</news:publication_date>
      <news:title>AWS Savings Plans Purchase Analyzer now supports target coverage analysis</news:title>
      <news:keywords>Infrastructure Software, general:products/cloud-financial-management,marketing:marchitecture/cost-management</news:keywords>
    </news:news>
  </url>
  <url>
    <loc>https://thecontinuumbrief.com/articles/apple-wwdc-2026</loc>
    <news:news>
      <news:publication>
        <news:name>The Continuum Brief</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-06-08T17:14:24+00:00</news:publication_date>
      <news:title>Apple WWDC 2026</news:title>
      <news:keywords>Infrastructure Software</news:keywords>
    </news:news>
  </url>
  <url>
    <loc>https://thecontinuumbrief.com/articles/ransomware-crims-got-a-month-long-head-start-on-check-point-vpn-0-day-that-now-h</loc>
    <news:news>
      <news:publication>
        <news:name>The Continuum Brief</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-06-08T17:10:31+00:00</news:publication_date>
      <news:title>Ransomware crims got a month-long head start on Check Point VPN 0-day that now has a fix</news:title>
      <news:keywords>Infrastructure Software, cyber-crime</news:keywords>
    </news:news>
  </url>
  <url>
    <loc>https://thecontinuumbrief.com/articles/armenias-pro-europe-party-wins-election-despite-russia-linked-disinformation</loc>
    <news:news>
      <news:publication>
        <news:name>The Continuum Brief</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-06-08T17:10:00+00:00</news:publication_date>
      <news:title>Armenia’s pro-Europe party wins election despite Russia-linked disinformation</news:title>
      <news:keywords>Infrastructure Software, Cybercrime, Government, Influence Operations, Leadership, News</news:keywords>
    </news:news>
  </url>
  <url>
    <loc>https://thecontinuumbrief.com/articles/massachusetts-bans-sale-of-precise-location-data-in-new-privacy-rights-bill</loc>
    <news:news>
      <news:publication>
        <news:name>The Continuum Brief</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-06-08T17:07:33+00:00</news:publication_date>
      <news:title>Massachusetts bans sale of precise location data in new privacy rights bill</news:title>
      <news:keywords>Infrastructure Software</news:keywords>
    </news:news>
  </url>
  <url>
    <loc>https://thecontinuumbrief.com/articles/postgresql-19-beta-1-is-now-available-in-amazon-rds-database-preview-environment</loc>
    <news:news>
      <news:publication>
        <news:name>The Continuum Brief</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-06-08T17:03:00+00:00</news:publication_date>
      <news:title>PostgreSQL 19 Beta 1 is now available in Amazon RDS Database Preview Environment</news:title>
      <news:keywords>Infrastructure Software, marketing:marchitecture/databases,general:products/amazon-rds</news:keywords>
    </news:news>
  </url>
  <url>
    <loc>https://thecontinuumbrief.com/articles/acs-raises-200m-to-scale-autonomous-counter-drone-system</loc>
    <news:news>
      <news:publication>
        <news:name>The Continuum Brief</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-06-08T17:02:42+00:00</news:publication_date>
      <news:title>ACS raises $200M to scale autonomous counter-drone system</news:title>
      <news:keywords>Robotics, Artificial Intelligence, Defense / Security, Financial, Investments, Markets / Industries, News, Allen Control Systems</news:keywords>
    </news:news>
  </url>
  <url>
    <loc>https://thecontinuumbrief.com/articles/stop-the-apple-music-app-from-launching</loc>
    <news:news>
      <news:publication>
        <news:name>The Continuum Brief</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-06-08T17:01:43+00:00</news:publication_date>
      <news:title>Stop the Apple Music app from launching</news:title>
      <news:keywords>Infrastructure Software</news:keywords>
    </news:news>
  </url>
  <url>
    <loc>https://thecontinuumbrief.com/articles/servethehome-turns-17-the-places-you-will-go</loc>
    <news:news>
      <news:publication>
        <news:name>The Continuum Brief</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-06-08T17:00:42+00:00</news:publication_date>
      <news:title>ServeTheHome Turns 17 The Places You Will Go</news:title>
      <news:keywords>Infrastructure Software, News, STH</news:keywords>
    </news:news>
  </url>
  <url>
    <loc>https://thecontinuumbrief.com/articles/aws-releases-next-generation-of-amazon-opensearch-serverless</loc>
    <news:news>
      <news:publication>
        <news:name>The Continuum Brief</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-06-08T17:00:00+00:00</news:publication_date>
      <news:title>AWS Releases Next Generation of Amazon OpenSearch Serverless</news:title>
      <news:keywords>Infrastructure Software, Cloud, OpenSearch, AWS, DevOps, Architecture &amp; Design, news</news:keywords>
    </news:news>
  </url>
  <url>
    <loc>https://thecontinuumbrief.com/articles/aws-application-migration-service-is-now-aws-transform-mgn</loc>
    <news:news>
      <news:publication>
        <news:name>The Continuum Brief</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-06-08T17:00:00+00:00</news:publication_date>
      <news:title>AWS Application Migration Service is now AWS Transform MGN</news:title>
      <news:keywords>Infrastructure Software, marketing:marchitecture/migration,general:products/aws-application-migration-service</news:keywords>
    </news:news>
  </url>
  <url>
    <loc>https://thecontinuumbrief.com/articles/amazon-aurora-dsql-now-supports-the-jsonb-data-type-with-compression</loc>
    <news:news>
      <news:publication>
        <news:name>The Continuum Brief</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-06-08T17:00:00+00:00</news:publication_date>
      <news:title>Amazon Aurora DSQL now supports the JSONB data type with compression</news:title>
      <news:keywords>Infrastructure Software, marketing:marchitecture/databases</news:keywords>
    </news:news>
  </url>
  <url>
    <loc>https://thecontinuumbrief.com/articles/aws-lambda-managed-instances-expands-to-additional-aws-regions</loc>
    <news:news>
      <news:publication>
        <news:name>The Continuum Brief</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-06-08T17:00:00+00:00</news:publication_date>
      <news:title>AWS Lambda Managed Instances expands to additional AWS Regions</news:title>
      <news:keywords>Infrastructure Software</news:keywords>
    </news:news>
  </url>
  <url>
    <loc>https://thecontinuumbrief.com/articles/f1-in-monaco-finally-the-cars-were-flat-out-in-qualifying</loc>
    <news:news>
      <news:publication>
        <news:name>The Continuum Brief</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-06-08T16:56:21+00:00</news:publication_date>
      <news:title>F1 in Monaco: Finally, the cars were flat-out in qualifying</news:title>
      <news:keywords>Autonomous Systems, Cars, F1, Formula 1, monaco</news:keywords>
    </news:news>
  </url>
  <url>
    <loc>https://thecontinuumbrief.com/articles/show-hn-gitdot-a-better-github-open-source-written-in-rust</loc>
    <news:news>
      <news:publication>
        <news:name>The Continuum Brief</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-06-08T16:52:11+00:00</news:publication_date>
      <news:title>Show HN: Gitdot – a better GitHub. Open-source, written in Rust</news:title>
      <news:keywords>Infrastructure Software</news:keywords>
    </news:news>
  </url>
  <url>
    <loc>https://thecontinuumbrief.com/articles/whatsapp-says-nso-targeted-users-with-spearfishing-attacks-in-violation-of-court</loc>
    <news:news>
      <news:publication>
        <news:name>The Continuum Brief</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-06-08T16:51:00+00:00</news:publication_date>
      <news:title>WhatsApp says NSO targeted users with spearfishing attacks in violation of court order</news:title>
      <news:keywords>Infrastructure Software, Cybercrime, Industry, News, News Briefs</news:keywords>
    </news:news>
  </url>
  <url>
    <loc>https://thecontinuumbrief.com/articles/cult-browser-project-cuts-off-community-committers</loc>
    <news:news>
      <news:publication>
        <news:name>The Continuum Brief</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-06-08T16:46:55+00:00</news:publication_date>
      <news:title>Cult browser project cuts off community committers</news:title>
      <news:keywords>Infrastructure Software, Open Source, Ladybird, Browser</news:keywords>
    </news:news>
  </url>
  <url>
    <loc>https://thecontinuumbrief.com/articles/watch-a-byd-electric-sedan-do-a-full-tank-turn-in-a-hilariously-tight-space</loc>
    <news:news>
      <news:publication>
        <news:name>The Continuum Brief</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-06-08T16:45:04+00:00</news:publication_date>
      <news:title>Watch a BYD electric sedan do a full tank turn in a hilariously tight space</news:title>
      <news:keywords>Autonomous Systems, News, byd</news:keywords>
    </news:news>
  </url>
  <url>
    <loc>https://thecontinuumbrief.com/articles/germany-and-france-drop-joint-fighter-jet-project</loc>
    <news:news>
      <news:publication>
        <news:name>The Continuum Brief</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-06-08T16:41:55+00:00</news:publication_date>
      <news:title>Germany and France drop joint fighter jet project</news:title>
      <news:keywords>Defence Tech, / Europe</news:keywords>
    </news:news>
  </url>
  <url>
    <loc>https://thecontinuumbrief.com/articles/uk-announces-new-11bn-bet-on-ai-infrastructure</loc>
    <news:news>
      <news:publication>
        <news:name>The Continuum Brief</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-06-08T16:41:19+00:00</news:publication_date>
      <news:title>UK announces new £1.1bn bet on AI infrastructure</news:title>
      <news:keywords>Capital Markets</news:keywords>
    </news:news>
  </url>
  <url>
    <loc>https://thecontinuumbrief.com/articles/aws-now-provides-ai-powered-cost-investigations-for-cost-anomalies</loc>
    <news:news>
      <news:publication>
        <news:name>The Continuum Brief</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-06-08T16:41:00+00:00</news:publication_date>
      <news:title>AWS now provides AI-powered cost investigations for cost anomalies</news:title>
      <news:keywords>Infrastructure Software, general:products/aws-cost-explorer,marketing:marchitecture/cost-management</news:keywords>
    </news:news>
  </url>
  <url>
    <loc>https://thecontinuumbrief.com/articles/researchers-craft-a-new-simple-recipe-for-highly-entangled-quantum-states-2</loc>
    <news:news>
      <news:publication>
        <news:name>The Continuum Brief</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-06-08T16:40:01+00:00</news:publication_date>
      <news:title>Researchers craft a new, simple recipe for highly entangled quantum states</news:title>
      <news:keywords>Quantum, Quantum Physics</news:keywords>
    </news:news>
  </url>
  <url>
    <loc>https://thecontinuumbrief.com/articles/most-new-us-ai-data-centers-are-being-built-in-drought-zones-two-thirds-of-809-p</loc>
    <news:news>
      <news:publication>
        <news:name>The Continuum Brief</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-06-08T16:39:27+00:00</news:publication_date>
      <news:title>Most new U.S. AI data centers are being built in drought zones — two-thirds of 809 planned projects set for areas with water shortages</news:title>
      <news:keywords>Infrastructure Software, Tech Industry</news:keywords>
    </news:news>
  </url>
  <url>
    <loc>https://thecontinuumbrief.com/articles/uk-gets-15bn-ai-hardware-plan-and-a-big-coalition-sovereign-model-plan-too</loc>
    <news:news>
      <news:publication>
        <news:name>The Continuum Brief</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-06-08T16:37:51+00:00</news:publication_date>
      <news:title>UK gets $1.5bn AI Hardware Plan, and a big-coalition sovereign model plan too</news:title>
      <news:keywords>Infrastructure Software, AI, Government, supercomputer, AI model</news:keywords>
    </news:news>
  </url>
  <url>
    <loc>https://thecontinuumbrief.com/articles/wimi-explores-quantum-algorithms-for-multi-dimensional-data-pooling</loc>
    <news:news>
      <news:publication>
        <news:name>The Continuum Brief</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-06-08T16:36:12+00:00</news:publication_date>
      <news:title>WiMi Explores Quantum Algorithms for Multi-Dimensional Data Pooling</news:title>
      <news:keywords>Quantum, Quantum Business, Research, quantum AI, quantum computing, variational quantum algorithms, WiMi</news:keywords>
    </news:news>
  </url>
  <url>
    <loc>https://thecontinuumbrief.com/articles/canonical-sends-ubuntu-into-the-ai-agent-era</loc>
    <news:news>
      <news:publication>
        <news:name>The Continuum Brief</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-06-08T16:34:02+00:00</news:publication_date>
      <news:title>Canonical sends Ubuntu into the AI agent era</news:title>
      <news:keywords>Infrastructure Software, software</news:keywords>
    </news:news>
  </url>
  <url>
    <loc>https://thecontinuumbrief.com/articles/us-and-japan-commit-1-billion-to-joint-quantum-and-advanced-computing-research</loc>
    <news:news>
      <news:publication>
        <news:name>The Continuum Brief</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-06-08T16:27:59+00:00</news:publication_date>
      <news:title>U.S. and Japan Commit $1 Billion to Joint Quantum and Advanced Computing Research</news:title>
      <news:keywords>Quantum, Daily, National, AI, department of energy, Genesis Mission, Japan, quantum computing, United States</news:keywords>
    </news:news>
  </url>
  <url>
    <loc>https://thecontinuumbrief.com/articles/zte-demonstrates-integrated-ai-connectivity-and-digital-utility-technologies-at-</loc>
    <news:news>
      <news:publication>
        <news:name>The Continuum Brief</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-06-08T16:25:02+00:00</news:publication_date>
      <news:title>ZTE Demonstrates Integrated AI, Connectivity and Digital Utility Technologies at TNB Energy Transition Conference</news:title>
      <news:keywords>Infrastructure Software, ai and ml</news:keywords>
    </news:news>
  </url>
  <url>
    <loc>https://thecontinuumbrief.com/articles/farmer-donates-land-for-a-park-city-sells-it-for-data-center-development-10-gift</loc>
    <news:news>
      <news:publication>
        <news:name>The Continuum Brief</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-06-08T16:24:05+00:00</news:publication_date>
      <news:title>Farmer donates land for a park, city sells it for data center development — $10 gift became $10M for city government, with $30M tax expected over next decade</news:title>
      <news:keywords>Infrastructure Software, Tech Industry</news:keywords>
    </news:news>
  </url>
  <url>
    <loc>https://thecontinuumbrief.com/articles/nasas-secret-moon-astronauts-will-be-rocking-prada-underwear</loc>
    <news:news>
      <news:publication>
        <news:name>The Continuum Brief</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-06-08T16:21:25+00:00</news:publication_date>
      <news:title>NASA&apos;s Secret: Moon astronauts will be rocking Prada underwear</news:title>
      <news:keywords>Infrastructure Software, offbeat</news:keywords>
    </news:news>
  </url>
  <url>
    <loc>https://thecontinuumbrief.com/articles/gogs-patches-critical-zero-day-enabling-remote-code-execution</loc>
    <news:news>
      <news:publication>
        <news:name>The Continuum Brief</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-06-08T16:18:40+00:00</news:publication_date>
      <news:title>Gogs patches critical zero-day enabling remote code execution</news:title>
      <news:keywords>Infrastructure Software, Security</news:keywords>
    </news:news>
  </url>
  <url>
    <loc>https://thecontinuumbrief.com/articles/amazon-connect-customer-now-offers-ai-agent-trace-details-for-self-service-voice</loc>
    <news:news>
      <news:publication>
        <news:name>The Continuum Brief</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-06-08T16:17:00+00:00</news:publication_date>
      <news:title>Amazon Connect Customer now offers AI agent trace details for self-service voice interactions</news:title>
      <news:keywords>Infrastructure Software, general:products/amazon-connect,marketing:marchitecture/contact-center</news:keywords>
    </news:news>
  </url>
  <url>
    <loc>https://thecontinuumbrief.com/articles/hades-campaign-against-pypi-puts-new-spin-on-shai-hulud</loc>
    <news:news>
      <news:publication>
        <news:name>The Continuum Brief</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-06-08T16:13:41+00:00</news:publication_date>
      <news:title>&apos;Hades&apos; Campaign Against PyPI Puts New Spin on Shai-Hulud</news:title>
      <news:keywords>Infrastructure Software</news:keywords>
    </news:news>
  </url>
  <url>
    <loc>https://thecontinuumbrief.com/articles/risc-v-summit-europe-2026-industry-and-academia-unite-in-bologna-to-advance-open</loc>
    <news:news>
      <news:publication>
        <news:name>The Continuum Brief</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-06-08T16:10:19+00:00</news:publication_date>
      <news:title>RISC-V Summit Europe 2026: Industry and Academia Unite in Bologna to Advance Open Hardware</news:title>
      <news:keywords>Infrastructure Software, Press Releases</news:keywords>
    </news:news>
  </url>
  <url>
    <loc>https://thecontinuumbrief.com/articles/state-department-approves-fms-agreements-with-new-zealand-south-korea</loc>
    <news:news>
      <news:publication>
        <news:name>The Continuum Brief</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-06-08T16:08:34+00:00</news:publication_date>
      <news:title>State Department approves FMS agreements with New Zealand, South Korea</news:title>
      <news:keywords>Defence Tech, Global, Naval Warfare, Asia, FMS. foreign military sales, Indo-Pacific, JDAM, MH-60R Seahawk, Navy</news:keywords>
    </news:news>
  </url>
  <url>
    <loc>https://thecontinuumbrief.com/articles/solid-state-ev-battery-maker-debuts-on-nasdaq-after-745-mile-range-real-world-te</loc>
    <news:news>
      <news:publication>
        <news:name>The Continuum Brief</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-06-08T16:05:34+00:00</news:publication_date>
      <news:title>Solid-state EV battery maker debuts on Nasdaq after 745+ mile range real-world test</news:title>
      <news:keywords>Autonomous Systems, News</news:keywords>
    </news:news>
  </url>
  <url>
    <loc>https://thecontinuumbrief.com/articles/us-must-learn-lessons-from-ukraine-innovate-faster-and-cheaper-anduril-president-2</loc>
    <news:news>
      <news:publication>
        <news:name>The Continuum Brief</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-06-08T16:02:50+00:00</news:publication_date>
      <news:title>US must learn lessons from Ukraine, innovate faster and cheaper: Anduril president</news:title>
      <news:keywords>Defence Tech, Battlefield Tech</news:keywords>
    </news:news>
  </url>
  <url>
    <loc>https://thecontinuumbrief.com/articles/us-must-learn-lessons-from-ukraine-innovate-faster-and-cheaper-anduril-president</loc>
    <news:news>
      <news:publication>
        <news:name>The Continuum Brief</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-06-08T16:02:50+00:00</news:publication_date>
      <news:title>US must learn lessons from Ukraine, innovate faster and cheaper: Anduril president</news:title>
      <news:keywords>Defence Tech, / MilTech</news:keywords>
    </news:news>
  </url>
  <url>
    <loc>https://thecontinuumbrief.com/articles/blue-swan-ai-gigafactory-can-europe-scale-ai-sustainably</loc>
    <news:news>
      <news:publication>
        <news:name>The Continuum Brief</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-06-08T16:00:42+00:00</news:publication_date>
      <news:title>Blue Swan AI Gigafactory: Can Europe Scale AI Sustainably?</news:title>
      <news:keywords>Infrastructure Software, Center Stage, Features, AI Gigafactory, AI infrastructure, artificial intelligence, Blue Sw, Europe AI, GPU clusters</news:keywords>
    </news:news>
  </url>
  <url>
    <loc>https://thecontinuumbrief.com/articles/linux-71-helping-intel-arc-battlemage-graphics-achieve-better-performance</loc>
    <news:news>
      <news:publication>
        <news:name>The Continuum Brief</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-06-08T16:00:00+00:00</news:publication_date>
      <news:title>Linux 7.1 Helping Intel Arc Battlemage Graphics Achieve Better Performance</news:title>
      <news:keywords>Infrastructure Software</news:keywords>
    </news:news>
  </url>
  <url>
    <loc>https://thecontinuumbrief.com/articles/video-captures-rafale-fighters-drone-kill-over-baltic</loc>
    <news:news>
      <news:publication>
        <news:name>The Continuum Brief</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-06-08T15:59:54+00:00</news:publication_date>
      <news:title>Video Captures Rafale Fighter’s Drone Kill Over Baltic</news:title>
      <news:keywords>Defence Tech, Air, Air Forces, Around The Globe, Baltic Sea, Europe, Fighters, French Air Force, NATO</news:keywords>
    </news:news>
  </url>
  <url>
    <loc>https://thecontinuumbrief.com/articles/eu-banned-pesticides-found-in-rice-tea-and-spices</loc>
    <news:news>
      <news:publication>
        <news:name>The Continuum Brief</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-06-08T15:59:04+00:00</news:publication_date>
      <news:title>EU-banned pesticides found in rice, tea and spices</news:title>
      <news:keywords>Infrastructure Software</news:keywords>
    </news:news>
  </url>
  <url>
    <loc>https://thecontinuumbrief.com/articles/critical-unifi-os-bug-lets-hackers-gain-root-without-authentication</loc>
    <news:news>
      <news:publication>
        <news:name>The Continuum Brief</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-06-08T15:51:19+00:00</news:publication_date>
      <news:title>Critical UniFi OS bug lets hackers gain root without authentication</news:title>
      <news:keywords>Infrastructure Software, Security</news:keywords>
    </news:news>
  </url>
  <url>
    <loc>https://thecontinuumbrief.com/articles/amazon-now-lets-you-design-custom-merch-using-ai</loc>
    <news:news>
      <news:publication>
        <news:name>The Continuum Brief</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-06-08T15:49:12+00:00</news:publication_date>
      <news:title>Amazon now lets you design custom merch using AI</news:title>
      <news:keywords>AI, AI, Commerce, Alexa, Amazon, commerce, e-commerce</news:keywords>
    </news:news>
  </url>
  <url>
    <loc>https://thecontinuumbrief.com/articles/ransomware-sends-illinois-high-school-on-an-early-summer-vacation</loc>
    <news:news>
      <news:publication>
        <news:name>The Continuum Brief</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-06-08T15:46:52+00:00</news:publication_date>
      <news:title>Ransomware sends Illinois high school on an early summer vacation</news:title>
      <news:keywords>Infrastructure Software, cyber-crime</news:keywords>
    </news:news>
  </url>
  <url>
    <loc>https://thecontinuumbrief.com/articles/ai-is-slowing-down</loc>
    <news:news>
      <news:publication>
        <news:name>The Continuum Brief</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-06-08T15:46:37+00:00</news:publication_date>
      <news:title>AI Is Slowing Down</news:title>
      <news:keywords>Infrastructure Software</news:keywords>
    </news:news>
  </url>
  <url>
    <loc>https://thecontinuumbrief.com/articles/house-panel-quashes-attempt-to-stop-integration-of-us-israel-defense-tech-sector</loc>
    <news:news>
      <news:publication>
        <news:name>The Continuum Brief</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-06-08T15:43:18+00:00</news:publication_date>
      <news:title>House panel quashes attempt to stop integration of US, Israel defense tech sectors</news:title>
      <news:keywords>Defence Tech, / Pentagon &amp; Congress</news:keywords>
    </news:news>
  </url>
  <url>
    <loc>https://thecontinuumbrief.com/articles/house-panel-quashes-attempt-to-stop-integration-of-us-israel-defense-tech-sector-2</loc>
    <news:news>
      <news:publication>
        <news:name>The Continuum Brief</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-06-08T15:43:18+00:00</news:publication_date>
      <news:title>House panel quashes attempt to stop integration of US, Israel defense tech sectors</news:title>
      <news:keywords>Defence Tech, / Pentagon &amp; Congress</news:keywords>
    </news:news>
  </url>
  <url>
    <loc>https://thecontinuumbrief.com/articles/house-panel-quashes-attempt-to-stop-integration-of-us-israel-defense-tech-sector-3</loc>
    <news:news>
      <news:publication>
        <news:name>The Continuum Brief</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-06-08T15:43:18+00:00</news:publication_date>
      <news:title>House panel quashes attempt to stop integration of US, Israel defense tech sectors</news:title>
      <news:keywords>Defence Tech, / Pentagon &amp; Congress</news:keywords>
    </news:news>
  </url>
  <url>
    <loc>https://thecontinuumbrief.com/articles/amd-to-invest-up-to-2b-to-accelerate-ai-innovation-and-research-in-uk</loc>
    <news:news>
      <news:publication>
        <news:name>The Continuum Brief</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-06-08T15:41:33+00:00</news:publication_date>
      <news:title>AMD to Invest up to £2B to Accelerate AI Innovation and Research in UK</news:title>
      <news:keywords>Infrastructure Software</news:keywords>
    </news:news>
  </url>
  <url>
    <loc>https://thecontinuumbrief.com/articles/bending-spoons-files-for-us-ipo-2</loc>
    <news:news>
      <news:publication>
        <news:name>The Continuum Brief</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-06-08T15:40:00+00:00</news:publication_date>
      <news:title>Bending Spoons files for US IPO</news:title>
      <news:keywords>Capital Markets, Big Deal</news:keywords>
    </news:news>
  </url>
  <url>
    <loc>https://thecontinuumbrief.com/articles/wwdc-2026-what-to-expect-from-siris-highly-anticipated-revamp-to-apple-intellige</loc>
    <news:news>
      <news:publication>
        <news:name>The Continuum Brief</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-06-08T15:34:59+00:00</news:publication_date>
      <news:title>WWDC 2026: What to expect, from Siri’s highly anticipated revamp to Apple Intelligence and iOS 27</news:title>
      <news:keywords>AI, AI, Apps, Hardware, Apple, Apple Intelligence, siri, wwdc, WWDC 2026</news:keywords>
    </news:news>
  </url>
  <url>
    <loc>https://thecontinuumbrief.com/articles/mimo-v25-pro-ultraspeed-1t-model-with-1000-tokens-per-second</loc>
    <news:news>
      <news:publication>
        <news:name>The Continuum Brief</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-06-08T15:27:33+00:00</news:publication_date>
      <news:title>MiMo-v2.5-Pro-UltraSpeed: 1T model with 1000 tokens per second</news:title>
      <news:keywords>Infrastructure Software</news:keywords>
    </news:news>
  </url>
  <url>
    <loc>https://thecontinuumbrief.com/articles/we-need-to-learn-how-to-argue-with-ai</loc>
    <news:news>
      <news:publication>
        <news:name>The Continuum Brief</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-06-08T15:27:32+00:00</news:publication_date>
      <news:title>We need to learn how to argue with AI</news:title>
      <news:keywords>Capital Markets</news:keywords>
    </news:news>
  </url>
  <url>
    <loc>https://thecontinuumbrief.com/articles/amazon-leos-satellite-homework-is-late-but-fcc-wont-flunk-it-just-yet</loc>
    <news:news>
      <news:publication>
        <news:name>The Continuum Brief</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-06-08T15:21:39+00:00</news:publication_date>
      <news:title>Amazon Leo&apos;s satellite homework is late, but FCC won&apos;t flunk it just yet</news:title>
      <news:keywords>Infrastructure Software, networks</news:keywords>
    </news:news>
  </url>
  <url>
    <loc>https://thecontinuumbrief.com/articles/bending-spoons-files-for-us-ipo</loc>
    <news:news>
      <news:publication>
        <news:name>The Continuum Brief</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-06-08T15:18:56+00:00</news:publication_date>
      <news:title>Bending Spoons files for US IPO</news:title>
      <news:keywords>Capital Markets</news:keywords>
    </news:news>
  </url>
  <url>
    <loc>https://thecontinuumbrief.com/articles/how-terry-tao-became-an-evangelist-for-ai-in-math</loc>
    <news:news>
      <news:publication>
        <news:name>The Continuum Brief</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-06-08T15:17:08+00:00</news:publication_date>
      <news:title>How Terry Tao Became an Evangelist for AI in Math</news:title>
      <news:keywords>Quantum, Mathematics</news:keywords>
    </news:news>
  </url>
  <url>
    <loc>https://thecontinuumbrief.com/articles/demand-for-data-center-cpus-has-surged-and-ai-agents-are-responsible-why-the-cpu</loc>
    <news:news>
      <news:publication>
        <news:name>The Continuum Brief</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-06-08T15:15:55+00:00</news:publication_date>
      <news:title>Demand for data center CPUs has surged, and AI agents are responsible – why the CPU to GPU ratio is more important than ever for hyperscalers</news:title>
      <news:keywords>Infrastructure Software, CPUs, PC Components</news:keywords>
    </news:news>
  </url>
  <url>
    <loc>https://thecontinuumbrief.com/articles/a-farmer-donated-land-to-turn-into-a-park-the-city-is-building-a-data-center</loc>
    <news:news>
      <news:publication>
        <news:name>The Continuum Brief</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-06-08T15:14:29+00:00</news:publication_date>
      <news:title>A Farmer Donated Land to Turn into a Park. The City Is Building a Data Center</news:title>
      <news:keywords>Infrastructure Software</news:keywords>
    </news:news>
  </url>
  <url>
    <loc>https://thecontinuumbrief.com/articles/xai-is-looking-more-like-a-datacentre-reit-than-a-frontier-lab</loc>
    <news:news>
      <news:publication>
        <news:name>The Continuum Brief</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-06-08T15:13:43+00:00</news:publication_date>
      <news:title>xAI is looking more like a datacentre REIT than a frontier lab</news:title>
      <news:keywords>Infrastructure Software</news:keywords>
    </news:news>
  </url>
  <url>
    <loc>https://thecontinuumbrief.com/articles/house-panel-backs-a-10-warthog-through-2030-eyes-autonomous-successors</loc>
    <news:news>
      <news:publication>
        <news:name>The Continuum Brief</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-06-08T15:12:52+00:00</news:publication_date>
      <news:title>House panel backs A-10 Warthog through 2030, eyes autonomous successors</news:title>
      <news:keywords>Defence Tech, / Pentagon &amp; Congress</news:keywords>
    </news:news>
  </url>
  <url>
    <loc>https://thecontinuumbrief.com/articles/polish-ukrainian-startup-develops-radar-to-track-elusive-low-flying-drones</loc>
    <news:news>
      <news:publication>
        <news:name>The Continuum Brief</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-06-08T15:12:32+00:00</news:publication_date>
      <news:title>Polish-Ukrainian startup develops radar to track elusive, low-flying drones</news:title>
      <news:keywords>Defence Tech, / Europe</news:keywords>
    </news:news>
  </url>
  <url>
    <loc>https://thecontinuumbrief.com/articles/polish-ukrainian-startup-develops-radar-to-track-elusive-low-flying-drones-2</loc>
    <news:news>
      <news:publication>
        <news:name>The Continuum Brief</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-06-08T15:12:32+00:00</news:publication_date>
      <news:title>Polish-Ukrainian startup develops radar to track elusive, low-flying drones</news:title>
      <news:keywords>Defence Tech, Unmanned</news:keywords>
    </news:news>
  </url>
  <url>
    <loc>https://thecontinuumbrief.com/articles/whatsapp-accuses-nso-of-fresh-pegasus-targeting</loc>
    <news:news>
      <news:publication>
        <news:name>The Continuum Brief</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-06-08T15:10:07+00:00</news:publication_date>
      <news:title>WhatsApp accuses NSO of fresh Pegasus targeting</news:title>
      <news:keywords>Capital Markets</news:keywords>
    </news:news>
  </url>
  <url>
    <loc>https://thecontinuumbrief.com/articles/xfce-ported-to-rust-written-redox-os-for-better-x11-experience</loc>
    <news:news>
      <news:publication>
        <news:name>The Continuum Brief</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-06-08T15:09:45+00:00</news:publication_date>
      <news:title>Xfce Ported To Rust-Written Redox OS For Better X11 Experience</news:title>
      <news:keywords>Infrastructure Software</news:keywords>
    </news:news>
  </url>
  <url>
    <loc>https://thecontinuumbrief.com/articles/amazon-redshift-reduces-manual-snapshot-cost-for-serverless-and-rg-instances</loc>
    <news:news>
      <news:publication>
        <news:name>The Continuum Brief</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-06-08T15:00:00+00:00</news:publication_date>
      <news:title>Amazon Redshift reduces manual snapshot cost for Serverless and RG instances</news:title>
      <news:keywords>Infrastructure Software, general:use-case/backup-and-storage,marketing:benefits-realized/lower-cost,general:products/amazon-redshift,marketing:marchitecture/analytics,general:use-case/database-and-data-warehouse</news:keywords>
    </news:news>
  </url>
  <url>
    <loc>https://thecontinuumbrief.com/articles/agentic-operating-system-for-quantum-rd-teams-to-debut-during-live-event</loc>
    <news:news>
      <news:publication>
        <news:name>The Continuum Brief</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-06-08T14:53:30+00:00</news:publication_date>
      <news:title>Agentic Operating System for Quantum R&amp;D Teams to Debut During Live Event</news:title>
      <news:keywords>Quantum, Quantum Business, Agentic Operating System, Haiqu, webinar</news:keywords>
    </news:news>
  </url>
  <url>
    <loc>https://thecontinuumbrief.com/articles/dcdnews-may-review</loc>
    <news:news>
      <news:publication>
        <news:name>The Continuum Brief</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-06-08T14:50:50+00:00</news:publication_date>
      <news:title>DCD&gt;News: May review</news:title>
      <news:keywords>Infrastructure Software</news:keywords>
    </news:news>
  </url>
  <url>
    <loc>https://thecontinuumbrief.com/articles/citadel-securities-sees-risk-of-fed-forced-to-raise-rates-soon-bloombergcom</loc>
    <news:news>
      <news:publication>
        <news:name>The Continuum Brief</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-06-08T14:48:08+00:00</news:publication_date>
      <news:title>Citadel Securities Sees Risk of Fed Forced to Raise Rates Soon - Bloomberg.com</news:title>
      <news:keywords>Capital Markets</news:keywords>
    </news:news>
  </url>
  <url>
    <loc>https://thecontinuumbrief.com/articles/fcas-uncertainty-and-transatlantic-upheaval-what-to-expect-at-the-berlin-air-sho</loc>
    <news:news>
      <news:publication>
        <news:name>The Continuum Brief</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-06-08T14:45:00+00:00</news:publication_date>
      <news:title>FCAS uncertainty and transatlantic upheaval: What to expect at the Berlin Air Show</news:title>
      <news:keywords>Defence Tech, Air Warfare, Global, Air Force, Airbus, AW249, Europe, france, Future Combat Air System FCAS SCAF</news:keywords>
    </news:news>
  </url>
  <url>
    <loc>https://thecontinuumbrief.com/articles/ooredoo-to-spin-off-tower-infrastructure-assets</loc>
    <news:news>
      <news:publication>
        <news:name>The Continuum Brief</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-06-08T14:40:32+00:00</news:publication_date>
      <news:title>Ooredoo to spin-off tower infrastructure assets</news:title>
      <news:keywords>Infrastructure Software</news:keywords>
    </news:news>
  </url>
  <url>
    <loc>https://thecontinuumbrief.com/articles/activist-investor-urges-segro-to-spin-off-data-center-business-report</loc>
    <news:news>
      <news:publication>
        <news:name>The Continuum Brief</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-06-08T14:40:30+00:00</news:publication_date>
      <news:title>Activist investor urges Segro to spin off data center business - report</news:title>
      <news:keywords>Infrastructure Software</news:keywords>
    </news:news>
  </url>
  <url>
    <loc>https://thecontinuumbrief.com/articles/french-jet-on-nato-mission-shoots-down-drone-in-latvian-airspace</loc>
    <news:news>
      <news:publication>
        <news:name>The Continuum Brief</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-06-08T14:39:28+00:00</news:publication_date>
      <news:title>French jet on NATO mission shoots down drone in Latvian airspace</news:title>
      <news:keywords>Defence Tech, / Europe</news:keywords>
    </news:news>
  </url>
  <url>
    <loc>https://thecontinuumbrief.com/articles/pinterest-uses-content-fingerprints-for-url-deduplication-across-millions-of-dom</loc>
    <news:news>
      <news:publication>
        <news:name>The Continuum Brief</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-06-08T14:37:00+00:00</news:publication_date>
      <news:title>Pinterest Uses Content Fingerprints for URL Deduplication Across Millions of Domains</news:title>
      <news:keywords>Infrastructure Software, Query, Distributed Systems, Scaling, Platform Engineering, Offline-First, Low Latency, Algorithms, Patterns</news:keywords>
    </news:news>
  </url>
  <url>
    <loc>https://thecontinuumbrief.com/articles/how-chatgpts-new-lockdown-mode-protects-you-from-data-theft-and-what-else-it-doe</loc>
    <news:news>
      <news:publication>
        <news:name>The Continuum Brief</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-06-08T14:36:38+00:00</news:publication_date>
      <news:title>How ChatGPT&apos;s new Lockdown mode protects you from data theft (and what else it does)</news:title>
      <news:keywords>AI</news:keywords>
    </news:news>
  </url>
  <url>
    <loc>https://thecontinuumbrief.com/articles/canonical-experimenting-with-x86-64-v3-packages-for-ubuntu-2610</loc>
    <news:news>
      <news:publication>
        <news:name>The Continuum Brief</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-06-08T14:35:48+00:00</news:publication_date>
      <news:title>Canonical Experimenting With x86-64-v3 Packages For Ubuntu 26.10</news:title>
      <news:keywords>Infrastructure Software</news:keywords>
    </news:news>
  </url>
  <url>
    <loc>https://thecontinuumbrief.com/articles/reading-fc-launches-ai-centre-of-excellence-with-stelia-ai-nvidia-and-lenovo</loc>
    <news:news>
      <news:publication>
        <news:name>The Continuum Brief</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-06-08T14:34:15+00:00</news:publication_date>
      <news:title>Reading FC launches AI Centre of Excellence with Stelia AI, NVIDIA and Lenovo</news:title>
      <news:keywords>Capital Markets, Sportstech</news:keywords>
    </news:news>
  </url>
  <url>
    <loc>https://thecontinuumbrief.com/articles/this-free-android-launcher-made-my-phone-and-tablet-look-like-windows-11-heres-h</loc>
    <news:news>
      <news:publication>
        <news:name>The Continuum Brief</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-06-08T14:32:19+00:00</news:publication_date>
      <news:title>This free Android launcher made my phone and tablet look like Windows 11 - here&apos;s how</news:title>
      <news:keywords>AI</news:keywords>
    </news:news>
  </url>
  <url>
    <loc>https://thecontinuumbrief.com/articles/magnora-takes-data-center-business-public</loc>
    <news:news>
      <news:publication>
        <news:name>The Continuum Brief</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-06-08T14:30:36+00:00</news:publication_date>
      <news:title>Magnora takes data center business public</news:title>
      <news:keywords>Infrastructure Software</news:keywords>
    </news:news>
  </url>
  <url>
    <loc>https://thecontinuumbrief.com/articles/goldman-jpmorgan-explore-trading-compute-futures-as-ai-financing-hedge-the-infor</loc>
    <news:news>
      <news:publication>
        <news:name>The Continuum Brief</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-06-08T14:30:00+00:00</news:publication_date>
      <news:title>Goldman, JPMorgan Explore Trading Compute Futures as AI Financing Hedge - The Information</news:title>
      <news:keywords>Capital Markets</news:keywords>
    </news:news>
  </url>
  <url>
    <loc>https://thecontinuumbrief.com/articles/nasa-explores-modernizing-its-aging-data-center-facilities</loc>
    <news:news>
      <news:publication>
        <news:name>The Continuum Brief</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-06-08T14:24:49+00:00</news:publication_date>
      <news:title>NASA explores modernizing its &quot;aging&quot; data center facilities</news:title>
      <news:keywords>Infrastructure Software</news:keywords>
    </news:news>
  </url>
  <url>
    <loc>https://thecontinuumbrief.com/articles/nhs-prescribes-half-a-million-copilot-licenses-for-its-paperwork-headache</loc>
    <news:news>
      <news:publication>
        <news:name>The Continuum Brief</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-06-08T14:21:00+00:00</news:publication_date>
      <news:title>NHS prescribes half a million Copilot licenses for its paperwork headache</news:title>
      <news:keywords>Infrastructure Software, ai and ml</news:keywords>
    </news:news>
  </url>
  <url>
    <loc>https://thecontinuumbrief.com/articles/hyperscale-data-center-proposed-for-car-boot-sale-site-in-buckinghamshire-uk</loc>
    <news:news>
      <news:publication>
        <news:name>The Continuum Brief</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-06-08T14:20:29+00:00</news:publication_date>
      <news:title>Hyperscale data center proposed for car boot sale site in Buckinghamshire, UK</news:title>
      <news:keywords>Infrastructure Software</news:keywords>
    </news:news>
  </url>
  <url>
    <loc>https://thecontinuumbrief.com/articles/daimon-robotics-and-galbot-jointly-launches-robomni-for-benchmarking-tactile-per</loc>
    <news:news>
      <news:publication>
        <news:name>The Continuum Brief</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-06-08T14:16:34+00:00</news:publication_date>
      <news:title>Daimon Robotics and Galbot jointly launches RobOmni for benchmarking tactile perception and dexterous manipulation</news:title>
      <news:keywords>Robotics, Sponsored Content</news:keywords>
    </news:news>
  </url>
  <url>
    <loc>https://thecontinuumbrief.com/articles/byd-is-about-to-launch-another-flagship-luxury-ev-heres-our-first-look-images</loc>
    <news:news>
      <news:publication>
        <news:name>The Continuum Brief</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-06-08T14:15:37+00:00</news:publication_date>
      <news:title>BYD is about to launch another flagship luxury EV: Here’s our first look [Images]</news:title>
      <news:keywords>Autonomous Systems, News</news:keywords>
    </news:news>
  </url>
  <url>
    <loc>https://thecontinuumbrief.com/articles/british-startups-to-scale-here-and-stay-here-as-uk-pm-unveils-400m-chip-plan</loc>
    <news:news>
      <news:publication>
        <news:name>The Continuum Brief</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-06-08T14:08:00+00:00</news:publication_date>
      <news:title>British startups to “scale here” and “stay here”, as UK PM unveils £400M chip plan</news:title>
      <news:keywords>Capital Markets, Artificial Intelligence</news:keywords>
    </news:news>
  </url>
  <url>
    <loc>https://thecontinuumbrief.com/articles/show-hn-performative-ui-a-react-component-library-of-design-tropes</loc>
    <news:news>
      <news:publication>
        <news:name>The Continuum Brief</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-06-08T14:05:16+00:00</news:publication_date>
      <news:title>Show HN: Performative-UI – a react component library of design tropes</news:title>
      <news:keywords>Infrastructure Software</news:keywords>
    </news:news>
  </url>
  <url>
    <loc>https://thecontinuumbrief.com/articles/russia-upgrades-rules-for-its-digital-spy-system-to-better-track-citizens-online</loc>
    <news:news>
      <news:publication>
        <news:name>The Continuum Brief</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-06-08T14:04:00+00:00</news:publication_date>
      <news:title>Russia upgrades rules for its digital spy system to better track citizens online</news:title>
      <news:keywords>Infrastructure Software, Government, News</news:keywords>
    </news:news>
  </url>
  <url>
    <loc>https://thecontinuumbrief.com/articles/michigan-politicians-want-to-ban-chinese-badged-cars-from-even-visiting-the-us</loc>
    <news:news>
      <news:publication>
        <news:name>The Continuum Brief</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-06-08T14:02:22+00:00</news:publication_date>
      <news:title>Michigan politicians want to ban Chinese-badged cars from even visiting the US</news:title>
      <news:keywords>Autonomous Systems, Cars, Chinese cars</news:keywords>
    </news:news>
  </url>
  <url>
    <loc>https://thecontinuumbrief.com/articles/reducing-security-operations-complexity-with-wazuh-cloud</loc>
    <news:news>
      <news:publication>
        <news:name>The Continuum Brief</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-06-08T14:01:11+00:00</news:publication_date>
      <news:title>Reducing security operations complexity with Wazuh Cloud</news:title>
      <news:keywords>Infrastructure Software, Security</news:keywords>
    </news:news>
  </url>
  <url>
    <loc>https://thecontinuumbrief.com/articles/105m-data-center-could-be-built-in-charlestown-indiana</loc>
    <news:news>
      <news:publication>
        <news:name>The Continuum Brief</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-06-08T14:00:30+00:00</news:publication_date>
      <news:title>$105m data center could be built in Charlestown, Indiana</news:title>
      <news:keywords>Infrastructure Software</news:keywords>
    </news:news>
  </url>
  <url>
    <loc>https://thecontinuumbrief.com/articles/naver-to-deploy-55mw-of-nvidia-hardware-in-south-korea</loc>
    <news:news>
      <news:publication>
        <news:name>The Continuum Brief</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-06-08T14:00:28+00:00</news:publication_date>
      <news:title>Naver to deploy 55MW of Nvidia hardware in South Korea</news:title>
      <news:keywords>Infrastructure Software</news:keywords>
    </news:news>
  </url>
  <url>
    <loc>https://thecontinuumbrief.com/articles/for-years-apache-cassandra-handed-this-work-to-your-team-60-takes-it-back</loc>
    <news:news>
      <news:publication>
        <news:name>The Continuum Brief</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-06-08T14:00:00+00:00</news:publication_date>
      <news:title>For years, Apache Cassandra handed this work to your team — 6.0 takes it back</news:title>
      <news:keywords>Infrastructure Software, Data, Databases, Open Source, sponsor-netapp, sponsored-post-contributed</news:keywords>
    </news:news>
  </url>
  <url>
    <loc>https://thecontinuumbrief.com/articles/confidential-submission-of-draft-s-1-to-the-sec</loc>
    <news:news>
      <news:publication>
        <news:name>The Continuum Brief</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-06-08T14:00:00+00:00</news:publication_date>
      <news:title>Confidential submission of draft S-1 to the SEC</news:title>
      <news:keywords>AI, Company</news:keywords>
    </news:news>
  </url>
  <url>
    <loc>https://thecontinuumbrief.com/articles/github-nukes-70-microsoft-repos-breaks-cicd-pipelines-following-suspected-worm-i</loc>
    <news:news>
      <news:publication>
        <news:name>The Continuum Brief</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-06-08T13:56:50+00:00</news:publication_date>
      <news:title>GitHub nukes 70+ Microsoft repos, breaks CI/CD pipelines, following suspected worm infections</news:title>
      <news:keywords>Infrastructure Software, security</news:keywords>
    </news:news>
  </url>
  <url>
    <loc>https://thecontinuumbrief.com/articles/zero-trust-zero-guesswork-securing-the-defense-workforce-platform</loc>
    <news:news>
      <news:publication>
        <news:name>The Continuum Brief</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-06-08T13:52:01+00:00</news:publication_date>
      <news:title>Zero trust, zero guesswork: Securing the defense workforce platform</news:title>
      <news:keywords>Defence Tech, Sponsored Content, Insights, Artificial Intelligence (AI), executive perspective, zero trust, human capital, human capital management, Workday 2026</news:keywords>
    </news:news>
  </url>
  <url>
    <loc>https://thecontinuumbrief.com/articles/chat-is-dead-openai-preps-overhaul-of-chatgpt</loc>
    <news:news>
      <news:publication>
        <news:name>The Continuum Brief</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-06-08T13:51:16+00:00</news:publication_date>
      <news:title>&quot;Chat is dead&quot;: OpenAI preps overhaul of ChatGPT</news:title>
      <news:keywords>AI, AI, ChatGPT, IPO, openai</news:keywords>
    </news:news>
  </url>
  <url>
    <loc>https://thecontinuumbrief.com/articles/the-future-of-defense-manufacturing-will-be-distributed-autonomous-and-software-</loc>
    <news:news>
      <news:publication>
        <news:name>The Continuum Brief</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-06-08T13:50:56+00:00</news:publication_date>
      <news:title>The future of defense manufacturing will be distributed, autonomous and software-defined</news:title>
      <news:keywords>Defence Tech, Networks &amp; Digital Warfare, Sponsored Post, 3D printing, autonomous, cyber security, manufacturing, networks, Presented by Roboze</news:keywords>
    </news:news>
  </url>
  <url>
    <loc>https://thecontinuumbrief.com/articles/new-york-state-legislature-passes-data-center-moratorium-awaits-governor-hochuls</loc>
    <news:news>
      <news:publication>
        <news:name>The Continuum Brief</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-06-08T13:50:26+00:00</news:publication_date>
      <news:title>New York state legislature passes data center moratorium, awaits governor Hochul&apos;s approval</news:title>
      <news:keywords>Infrastructure Software</news:keywords>
    </news:news>
  </url>
  <url>
    <loc>https://thecontinuumbrief.com/articles/stackup-the-stacks-weekly-tech-startups-and-funding-wrap-3</loc>
    <news:news>
      <news:publication>
        <news:name>The Continuum Brief</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-06-08T13:45:51+00:00</news:publication_date>
      <news:title>STACKUP: The Stack&apos;s weekly tech startups and funding wrap</news:title>
      <news:keywords>Infrastructure Software, startups</news:keywords>
    </news:news>
  </url>
  <url>
    <loc>https://thecontinuumbrief.com/articles/java-news-roundup-jdk-27-in-rampdown-jdk-28-expert-group-glassfish-infinispan-ko</loc>
    <news:news>
      <news:publication>
        <news:name>The Continuum Brief</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-06-08T13:45:00+00:00</news:publication_date>
      <news:title>Java News Roundup: JDK 27 in Rampdown, JDK 28 Expert Group, GlassFish, Infinispan, Kotlin</news:title>
      <news:keywords>Infrastructure Software, JDK 28, Open JDK, Glassfish, Kotlin, JDK 27, Open Liberty, Infinispan, Micronaut</news:keywords>
    </news:news>
  </url>
  <url>
    <loc>https://thecontinuumbrief.com/articles/ubers-pursuit-of-delivery-hero-faces-fresh-challenge-from-saudi-start-up</loc>
    <news:news>
      <news:publication>
        <news:name>The Continuum Brief</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-06-08T13:42:52+00:00</news:publication_date>
      <news:title>Uber’s pursuit of Delivery Hero faces fresh challenge from Saudi start-up</news:title>
      <news:keywords>Capital Markets</news:keywords>
    </news:news>
  </url>
  <url>
    <loc>https://thecontinuumbrief.com/articles/linux-72-to-add-acpi-cppc-v4-support-authored-by-nvidia</loc>
    <news:news>
      <news:publication>
        <news:name>The Continuum Brief</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-06-08T13:41:00+00:00</news:publication_date>
      <news:title>Linux 7.2 To Add ACPI CPPC v4 Support Authored By NVIDIA</news:title>
      <news:keywords>Infrastructure Software</news:keywords>
    </news:news>
  </url>
  <url>
    <loc>https://thecontinuumbrief.com/articles/us-approves-2b-sale-of-anduril-counter-drone-systems-to-kuwait</loc>
    <news:news>
      <news:publication>
        <news:name>The Continuum Brief</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-06-08T13:36:15+00:00</news:publication_date>
      <news:title>US approves $2B sale of Anduril counter-drone systems to Kuwait</news:title>
      <news:keywords>Defence Tech, Global, air defense, Anduril, Ceasefire, counter drone, Middle East, State Department, United States</news:keywords>
    </news:news>
  </url>
  <url>
    <loc>https://thecontinuumbrief.com/articles/uk-commits-750m-to-national-ai-supercomputer-in-11b-hardware-strategy</loc>
    <news:news>
      <news:publication>
        <news:name>The Continuum Brief</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-06-08T13:30:50+00:00</news:publication_date>
      <news:title>UK Commits £750M to National AI Supercomputer in £1.1B Hardware Strategy</news:title>
      <news:keywords>Infrastructure Software</news:keywords>
    </news:news>
  </url>
  <url>
    <loc>https://thecontinuumbrief.com/articles/south-koreas-lg-to-deploy-nvidia-ai-factory</loc>
    <news:news>
      <news:publication>
        <news:name>The Continuum Brief</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-06-08T13:30:28+00:00</news:publication_date>
      <news:title>South Korea&apos;s LG to deploy Nvidia AI factory</news:title>
      <news:keywords>Infrastructure Software</news:keywords>
    </news:news>
  </url>
  <url>
    <loc>https://thecontinuumbrief.com/articles/amd-and-imperial-college-london-partner-on-ai-hpc-and-scientific-discovery</loc>
    <news:news>
      <news:publication>
        <news:name>The Continuum Brief</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-06-08T13:29:42+00:00</news:publication_date>
      <news:title>AMD and Imperial College London Partner on AI, HPC and Scientific Discovery</news:title>
      <news:keywords>Infrastructure Software</news:keywords>
    </news:news>
  </url>
  <url>
    <loc>https://thecontinuumbrief.com/articles/disgruntled-asml-employees-threaten-to-boycott-elon-musk-conference-appearance-s</loc>
    <news:news>
      <news:publication>
        <news:name>The Continuum Brief</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-06-08T13:27:58+00:00</news:publication_date>
      <news:title>Disgruntled ASML employees threaten to boycott Elon Musk conference appearance — staff express ire at political involvement and &apos;Nazi sympathies&apos;</news:title>
      <news:keywords>Infrastructure Software, Tech Industry</news:keywords>
    </news:news>
  </url>
  <url>
    <loc>https://thecontinuumbrief.com/articles/bending-spoons-files-to-go-public-the-information</loc>
    <news:news>
      <news:publication>
        <news:name>The Continuum Brief</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-06-08T13:26:00+00:00</news:publication_date>
      <news:title>Bending Spoons Files to Go Public - The Information</news:title>
      <news:keywords>Capital Markets</news:keywords>
    </news:news>
  </url>
  <url>
    <loc>https://thecontinuumbrief.com/articles/bouygues-orange-free-secure-2035bn-agreement-to-acquire-sfr</loc>
    <news:news>
      <news:publication>
        <news:name>The Continuum Brief</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-06-08T13:20:34+00:00</news:publication_date>
      <news:title>Bouygues, Orange, Free secure €20.35bn agreement to acquire SFR</news:title>
      <news:keywords>Infrastructure Software</news:keywords>
    </news:news>
  </url>
  <url>
    <loc>https://thecontinuumbrief.com/articles/chatgpts-new-memory-upgrade-is-powerful-and-could-poison-every-answer-it-gives-y</loc>
    <news:news>
      <news:publication>
        <news:name>The Continuum Brief</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-06-08T13:18:34+00:00</news:publication_date>
      <news:title>ChatGPT&apos;s new memory upgrade is powerful - and could poison every answer it gives you</news:title>
      <news:keywords>AI</news:keywords>
    </news:news>
  </url>
  <url>
    <loc>https://thecontinuumbrief.com/articles/flatpak-118-released-with-integration-for-amd-rocm</loc>
    <news:news>
      <news:publication>
        <news:name>The Continuum Brief</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-06-08T13:14:00+00:00</news:publication_date>
      <news:title>Flatpak 1.18 Released With Integration For AMD ROCm</news:title>
      <news:keywords>Infrastructure Software</news:keywords>
    </news:news>
  </url>
  <url>
    <loc>https://thecontinuumbrief.com/articles/travlfi-journeygo-5g-mobile-hotspot-review-affordably-priced-but-lacking-in-perf</loc>
    <news:news>
      <news:publication>
        <news:name>The Continuum Brief</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-06-08T13:11:43+00:00</news:publication_date>
      <news:title>Travlfi JourneyGo 5G mobile hotspot review – Affordably priced, but lacking in performance and features</news:title>
      <news:keywords>Infrastructure Software, Wi-Fi Routers, Networking</news:keywords>
    </news:news>
  </url>
  <url>
    <loc>https://thecontinuumbrief.com/articles/oriole-and-amd-deploy-photonic-ai-network-for-aria-scaling-inference-lab</loc>
    <news:news>
      <news:publication>
        <news:name>The Continuum Brief</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-06-08T13:11:17+00:00</news:publication_date>
      <news:title>Oriole and AMD Deploy Photonic AI Network for ARIA Scaling Inference Lab</news:title>
      <news:keywords>Infrastructure Software</news:keywords>
    </news:news>
  </url>
  <url>
    <loc>https://thecontinuumbrief.com/articles/the-crash-that-vanished-control-and-emergence-in-a-five-model-economy</loc>
    <news:news>
      <news:publication>
        <news:name>The Continuum Brief</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-06-08T13:10:48+00:00</news:publication_date>
      <news:title>The crash that vanished: control and emergence in a five-model economy</news:title>
      <news:keywords>AI</news:keywords>
    </news:news>
  </url>
  <url>
    <loc>https://thecontinuumbrief.com/articles/zig-by-example</loc>
    <news:news>
      <news:publication>
        <news:name>The Continuum Brief</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-06-08T13:06:19+00:00</news:publication_date>
      <news:title>Zig by Example</news:title>
      <news:keywords>Infrastructure Software</news:keywords>
    </news:news>
  </url>
  <url>
    <loc>https://thecontinuumbrief.com/articles/check-point-links-vpn-zero-day-attacks-to-qilin-ransomware-gang</loc>
    <news:news>
      <news:publication>
        <news:name>The Continuum Brief</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-06-08T13:05:16+00:00</news:publication_date>
      <news:title>Check Point links VPN zero-day attacks to Qilin ransomware gang</news:title>
      <news:keywords>Infrastructure Software, Security</news:keywords>
    </news:news>
  </url>
  <url>
    <loc>https://thecontinuumbrief.com/articles/researchers-craft-a-new-simple-recipe-for-highly-entangled-quantum-states</loc>
    <news:news>
      <news:publication>
        <news:name>The Continuum Brief</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-06-08T13:01:33+00:00</news:publication_date>
      <news:title>Researchers Craft a New, Simple Recipe For Highly Entangled Quantum States</news:title>
      <news:keywords>Quantum, Research, Q-Next, QED, University of Chicago</news:keywords>
    </news:news>
  </url>
  <url>
    <loc>https://thecontinuumbrief.com/articles/google-and-nvidia-consider-intel-as-backup-chip-manufacturer-the-information</loc>
    <news:news>
      <news:publication>
        <news:name>The Continuum Brief</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-06-08T13:01:00+00:00</news:publication_date>
      <news:title>Google and Nvidia Consider Intel as Backup Chip Manufacturer - The Information</news:title>
      <news:keywords>Capital Markets</news:keywords>
    </news:news>
  </url>
  <url>
    <loc>https://thecontinuumbrief.com/articles/eu-launches-two-initiatives-to-bolster-energy-systems-to-meet-data-center-demand</loc>
    <news:news>
      <news:publication>
        <news:name>The Continuum Brief</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-06-08T13:00:28+00:00</news:publication_date>
      <news:title>EU launches two initiatives to bolster energy systems to meet data center demand across bloc</news:title>
      <news:keywords>Infrastructure Software</news:keywords>
    </news:news>
  </url>
  <url>
    <loc>https://thecontinuumbrief.com/articles/a-dangerous-combination-the-2-factors-that-can-corrupt-ai-agent-workflows</loc>
    <news:news>
      <news:publication>
        <news:name>The Continuum Brief</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-06-08T13:00:00+00:00</news:publication_date>
      <news:title>“A dangerous combination”: The 2 factors that can “corrupt” AI agent workflows</news:title>
      <news:keywords>Infrastructure Software, AI Agents, AI Infrastructure, Security</news:keywords>
    </news:news>
  </url>
  <url>
    <loc>https://thecontinuumbrief.com/articles/corning-shares-jump-9-after-striking-deal-to-power-amazon-ai-data-centers-in-us</loc>
    <news:news>
      <news:publication>
        <news:name>The Continuum Brief</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-06-08T12:52:47+00:00</news:publication_date>
      <news:title>Corning shares jump 9% after striking deal to power Amazon AI data centers in U.S.</news:title>
      <news:keywords>Capital Markets</news:keywords>
    </news:news>
  </url>
  <url>
    <loc>https://thecontinuumbrief.com/articles/100-days-of-war-deltas-trans-pacific-push-youtube-creators-take-on-hollywood-and</loc>
    <news:news>
      <news:publication>
        <news:name>The Continuum Brief</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-06-08T12:49:25+00:00</news:publication_date>
      <news:title>100 days of war, Delta&apos;s trans-Pacific push, YouTube creators take on Hollywood and more in Morning Squawk</news:title>
      <news:keywords>Capital Markets</news:keywords>
    </news:news>
  </url>
  <url>
    <loc>https://thecontinuumbrief.com/articles/python-jit-compiler-project-under-threat-after-steering-council-says-proper-proc</loc>
    <news:news>
      <news:publication>
        <news:name>The Continuum Brief</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-06-08T12:45:00+00:00</news:publication_date>
      <news:title>Python JIT compiler project under threat after steering council says proper process wasn&apos;t followed</news:title>
      <news:keywords>Infrastructure Software, devops</news:keywords>
    </news:news>
  </url>
  <url>
    <loc>https://thecontinuumbrief.com/articles/four-suspects-identified-in-finland-undersea-cable-damage-investigation-criminal</loc>
    <news:news>
      <news:publication>
        <news:name>The Continuum Brief</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-06-08T12:32:55+00:00</news:publication_date>
      <news:title>Four suspects identified in Finland undersea cable damage investigation — criminal case referred to prosecutors for consideration of charges</news:title>
      <news:keywords>Infrastructure Software, Networking</news:keywords>
    </news:news>
  </url>
  <url>
    <loc>https://thecontinuumbrief.com/articles/import-ai-460-reward-hacking-society-rsi-data-from-anthropic-and-rl-based-quadco</loc>
    <news:news>
      <news:publication>
        <news:name>The Continuum Brief</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-06-08T12:31:32+00:00</news:publication_date>
      <news:title>Import AI 460: Reward hacking society, RSI data from Anthropic; and RL-based quadcopter racing</news:title>
      <news:keywords>AI</news:keywords>
    </news:news>
  </url>
  <url>
    <loc>https://thecontinuumbrief.com/articles/chinas-ev-shift-cut-pollution-enough-to-prevent-262000-deaths</loc>
    <news:news>
      <news:publication>
        <news:name>The Continuum Brief</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-06-08T12:17:38+00:00</news:publication_date>
      <news:title>China’s EV shift cut pollution enough to prevent 262,000 deaths</news:title>
      <news:keywords>Autonomous Systems, News, air pollution, china</news:keywords>
    </news:news>
  </url>
  <url>
    <loc>https://thecontinuumbrief.com/articles/koramco-and-dci-break-ground-on-40mw-data-center-in-seoul-south-korea</loc>
    <news:news>
      <news:publication>
        <news:name>The Continuum Brief</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-06-08T12:17:06+00:00</news:publication_date>
      <news:title>Koramco and DCI break ground on 40MW data center in Seoul, South Korea</news:title>
      <news:keywords>Infrastructure Software</news:keywords>
    </news:news>
  </url>
  <url>
    <loc>https://thecontinuumbrief.com/articles/dayone-signs-15gw-renewable-supply-deal-with-tnb-in-malaysia</loc>
    <news:news>
      <news:publication>
        <news:name>The Continuum Brief</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-06-08T12:14:00+00:00</news:publication_date>
      <news:title>DayOne signs 1.5GW renewable supply deal with TNB in Malaysia</news:title>
      <news:keywords>Infrastructure Software</news:keywords>
    </news:news>
  </url>
  <url>
    <loc>https://thecontinuumbrief.com/articles/hut-8-prices-425bn-note-offering-for-352mw-texas-data-center</loc>
    <news:news>
      <news:publication>
        <news:name>The Continuum Brief</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-06-08T12:12:04+00:00</news:publication_date>
      <news:title>Hut 8 prices $4.25bn note offering for 352MW Texas data center</news:title>
      <news:keywords>Infrastructure Software</news:keywords>
    </news:news>
  </url>
  <url>
    <loc>https://thecontinuumbrief.com/articles/nso-group-back-in-metas-crosshairs-after-alleged-whatsapp-targeting</loc>
    <news:news>
      <news:publication>
        <news:name>The Continuum Brief</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-06-08T12:10:00+00:00</news:publication_date>
      <news:title>NSO Group back in Meta&apos;s crosshairs after alleged WhatsApp targeting</news:title>
      <news:keywords>Infrastructure Software, security</news:keywords>
    </news:news>
  </url>
  <url>
    <loc>https://thecontinuumbrief.com/articles/airbus-unveils-u145-autonomous-helicopter-drone-for-cargo-supply-ops</loc>
    <news:news>
      <news:publication>
        <news:name>The Continuum Brief</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-06-08T12:09:34+00:00</news:publication_date>
      <news:title>Airbus unveils U145 autonomous helicopter drone for cargo supply ops</news:title>
      <news:keywords>Defence Tech, Air Warfare, Global, Uncategorized, Air Force, Airbus, drone, Europe, H145</news:keywords>
    </news:news>
  </url>
  <url>
    <loc>https://thecontinuumbrief.com/articles/nebius-plans-17b-expansion-in-uk-with-nvidia-ai-chips</loc>
    <news:news>
      <news:publication>
        <news:name>The Continuum Brief</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-06-08T12:00:31+00:00</news:publication_date>
      <news:title>Nebius plans £1.7B expansion in UK with Nvidia AI chips</news:title>
      <news:keywords>Capital Markets, NVDA, NBIS</news:keywords>
    </news:news>
  </url>
  <url>
    <loc>https://thecontinuumbrief.com/articles/intuit-the-sell-off-has-hit-ridiculous-levels</loc>
    <news:news>
      <news:publication>
        <news:name>The Continuum Brief</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-06-08T12:00:00+00:00</news:publication_date>
      <news:title>Intuit: The Sell-Off Has Hit Ridiculous Levels</news:title>
      <news:keywords>Capital Markets, INTU, INTU:CA, Treading Softly, Kody&apos;s Dividends, The Dividend Kings</news:keywords>
    </news:news>
  </url>
  <url>
    <loc>https://thecontinuumbrief.com/articles/inside-europes-chip-rethink-why-fabs-werent-enough-and-why-spain-matters</loc>
    <news:news>
      <news:publication>
        <news:name>The Continuum Brief</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-06-08T12:00:00+00:00</news:publication_date>
      <news:title>Inside Europe’s Chip Rethink: Why Fabs Weren’t Enough and Why Spain Matters</news:title>
      <news:keywords>Infrastructure Software, News, Chip design, Chiplets, European Chips Act, Legislation, Semiconductors</news:keywords>
    </news:news>
  </url>
  <url>
    <loc>https://thecontinuumbrief.com/articles/gemma-4-12b-enables-on-device-multimodal-agentic-workflows-with-an-encoder-free-</loc>
    <news:news>
      <news:publication>
        <news:name>The Continuum Brief</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-06-08T12:00:00+00:00</news:publication_date>
      <news:title>Gemma 4 12B Enables On-Device, Multimodal Agentic Workflows with an Encoder-free Architecture</news:title>
      <news:keywords>Infrastructure Software, Large language models, Google, Gemma, Agents, AI, ML &amp; Data Engineering, Development, news</news:keywords>
    </news:news>
  </url>
  <url>
    <loc>https://thecontinuumbrief.com/articles/with-foundry-microsoft-bets-the-enterprise-ai-battle-is-about-reliability-not-ca</loc>
    <news:news>
      <news:publication>
        <news:name>The Continuum Brief</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-06-08T12:00:00+00:00</news:publication_date>
      <news:title>With Foundry, Microsoft bets the enterprise AI battle is about reliability, not capability</news:title>
      <news:keywords>Infrastructure Software, AI, AI Agents, Developer tools</news:keywords>
    </news:news>
  </url>
  <url>
    <loc>https://thecontinuumbrief.com/articles/anti-social-its-fads-not-friends-which-now-dominate-social-media-feeds</loc>
    <news:news>
      <news:publication>
        <news:name>The Continuum Brief</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-06-08T11:58:02+00:00</news:publication_date>
      <news:title>Anti-social: It&apos;s fads, not friends, which now dominate social media feeds</news:title>
      <news:keywords>Infrastructure Software</news:keywords>
    </news:news>
  </url>
  <url>
    <loc>https://thecontinuumbrief.com/articles/fake-it-support-staff-are-walking-in-to-us-law-firms-to-steal-data</loc>
    <news:news>
      <news:publication>
        <news:name>The Continuum Brief</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-06-08T11:54:50+00:00</news:publication_date>
      <news:title>Fake IT support staff are walking in to US law firms to steal data</news:title>
      <news:keywords>Infrastructure Software, Security, cyber security, Google Threat, threat actor</news:keywords>
    </news:news>
  </url>
  <url>
    <loc>https://thecontinuumbrief.com/articles/how-to-benchmark-logical-qubit-claims</loc>
    <news:news>
      <news:publication>
        <news:name>The Continuum Brief</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-06-08T11:54:24+00:00</news:publication_date>
      <news:title>How to Benchmark Logical Qubit Claims</news:title>
      <news:keywords>Quantum, Quantum Business, Alice and Bob, benchmarks, logical qubits, qubit</news:keywords>
    </news:news>
  </url>
  <url>
    <loc>https://thecontinuumbrief.com/articles/cognizant-upgraded-at-wedbush-as-firm-sees-positives-outweighing-negatives</loc>
    <news:news>
      <news:publication>
        <news:name>The Continuum Brief</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-06-08T11:48:50+00:00</news:publication_date>
      <news:title>Cognizant upgraded at Wedbush as firm sees positives outweighing negatives</news:title>
      <news:keywords>Capital Markets, CTSH</news:keywords>
    </news:news>
  </url>
  <url>
    <loc>https://thecontinuumbrief.com/articles/building-pakistan-notice-helper-a-small-ai-tool-for-a-very-local-safety-problem</loc>
    <news:news>
      <news:publication>
        <news:name>The Continuum Brief</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-06-08T11:46:56+00:00</news:publication_date>
      <news:title>Building Pakistan Notice Helper: A Small AI Tool for a Very Local Safety Problem</news:title>
      <news:keywords>AI</news:keywords>
    </news:news>
  </url>
  <url>
    <loc>https://thecontinuumbrief.com/articles/bag-a-huge-308-saving-on-a-two-year-expressvpn-advanced-sub-and-get-four-bonus-m</loc>
    <news:news>
      <news:publication>
        <news:name>The Continuum Brief</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-06-08T11:41:23+00:00</news:publication_date>
      <news:title>Bag a huge $308 saving on a two-year ExpressVPN Advanced sub and get four bonus months on top for free — 78% discount gets you this fast no-logs VPN service with support for 12 simultaneous connections for just $83</news:title>
      <news:keywords>Infrastructure Software, VPN, Software, Security Software</news:keywords>
    </news:news>
  </url>
  <url>
    <loc>https://thecontinuumbrief.com/articles/servicenow-saas-fears-have-created-a-great-entry-point</loc>
    <news:news>
      <news:publication>
        <news:name>The Continuum Brief</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-06-08T11:36:16+00:00</news:publication_date>
      <news:title>ServiceNow: SaaS Fears Have Created A Great Entry Point</news:title>
      <news:keywords>Capital Markets, NOW, NOWS:CA, Perseus Perspectives</news:keywords>
    </news:news>
  </url>
  <url>
    <loc>https://thecontinuumbrief.com/articles/sandisk-in-spotlight-as-bofa-ups-price-target-to-2100-on-tight-supply-demand-bal</loc>
    <news:news>
      <news:publication>
        <news:name>The Continuum Brief</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-06-08T11:35:42+00:00</news:publication_date>
      <news:title>Sandisk in spotlight as BofA ups price target to $2,100 on &apos;tight&apos; supply-demand balance</news:title>
      <news:keywords>Capital Markets, SNDK</news:keywords>
    </news:news>
  </url>
  <url>
    <loc>https://thecontinuumbrief.com/articles/celebrating-20-years-of-infoq</loc>
    <news:news>
      <news:publication>
        <news:name>The Continuum Brief</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-06-08T11:35:00+00:00</news:publication_date>
      <news:title>Celebrating 20 Years of InfoQ</news:title>
      <news:keywords>Infrastructure Software, Generative AI, Innovation, InfoQ, Java, Agile, AI, ML &amp; Data Engineering, DevOps, Culture &amp; Methods</news:keywords>
    </news:news>
  </url>
  <url>
    <loc>https://thecontinuumbrief.com/articles/this-used-audi-e-tron-lost-a-fortune-its-battery-held-up-much-better</loc>
    <news:news>
      <news:publication>
        <news:name>The Continuum Brief</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-06-08T11:31:33+00:00</news:publication_date>
      <news:title>This Used Audi E-Tron Lost A Fortune. Its Battery Held Up Much Better</news:title>
      <news:keywords>Autonomous Systems</news:keywords>
    </news:news>
  </url>
  <url>
    <loc>https://thecontinuumbrief.com/articles/uk-boffin-bait-lands-18-international-researchers</loc>
    <news:news>
      <news:publication>
        <news:name>The Continuum Brief</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-06-08T11:30:00+00:00</news:publication_date>
      <news:title>UK boffin bait lands 18 international researchers</news:title>
      <news:keywords>Infrastructure Software, science</news:keywords>
    </news:news>
  </url>
  <url>
    <loc>https://thecontinuumbrief.com/articles/us-congress-wants-to-review-at-sea-vls-reloading-plans</loc>
    <news:news>
      <news:publication>
        <news:name>The Continuum Brief</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-06-08T11:29:00+00:00</news:publication_date>
      <news:title>U.S. Congress Wants to Review At-Sea VLS Reloading Plans</news:title>
      <news:keywords>Defence Tech, News, TRAM, US Navy, VLS reloading</news:keywords>
    </news:news>
  </url>
  <url>
    <loc>https://thecontinuumbrief.com/articles/the-real-reason-why-e-bike-throttles-have-gotten-worse</loc>
    <news:news>
      <news:publication>
        <news:name>The Continuum Brief</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-06-08T11:29:00+00:00</news:publication_date>
      <news:title>The real reason why e-bike throttles have gotten worse</news:title>
      <news:keywords>Autonomous Systems, News</news:keywords>
    </news:news>
  </url>
  <url>
    <loc>https://thecontinuumbrief.com/articles/nvidia-and-sk-hynix-ink-multi-year-memory-co-development-and-supply-agreement-se</loc>
    <news:news>
      <news:publication>
        <news:name>The Continuum Brief</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-06-08T11:23:57+00:00</news:publication_date>
      <news:title>Nvidia and SK hynix ink multi-year memory co-development and supply agreement — seeks to address extended development cycles</news:title>
      <news:keywords>Infrastructure Software, DRAM, PC Components, RAM</news:keywords>
    </news:news>
  </url>
  <url>
    <loc>https://thecontinuumbrief.com/articles/intel-introduced-the-first-processor-in-the-x86-series-and-the-first-8086-microp</loc>
    <news:news>
      <news:publication>
        <news:name>The Continuum Brief</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-06-08T11:21:46+00:00</news:publication_date>
      <news:title>Intel introduced ‘the first processor in the x86 series and the first 8086 microprocessor’ on this day in 1978 — CPU was designed as a temporary substitute for the delayed iAPX 432 project</news:title>
      <news:keywords>Infrastructure Software, CPUs, PC Components</news:keywords>
    </news:news>
  </url>
  <url>
    <loc>https://thecontinuumbrief.com/articles/marvell-technology-jumps-almost-9-in-premarket-after-news-it-will-join-the-sp-50</loc>
    <news:news>
      <news:publication>
        <news:name>The Continuum Brief</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-06-08T11:21:18+00:00</news:publication_date>
      <news:title>Marvell Technology jumps almost 9% in premarket after news it will join the S&amp;P 500 index</news:title>
      <news:keywords>Capital Markets</news:keywords>
    </news:news>
  </url>
  <url>
    <loc>https://thecontinuumbrief.com/articles/the-dodge-charger-daytona-ev-is-heading-to-europe</loc>
    <news:news>
      <news:publication>
        <news:name>The Continuum Brief</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-06-08T11:20:58+00:00</news:publication_date>
      <news:title>The Dodge Charger Daytona EV Is Heading To Europe</news:title>
      <news:keywords>Autonomous Systems</news:keywords>
    </news:news>
  </url>
  <url>
    <loc>https://thecontinuumbrief.com/articles/executives-are-cutting-jobs-for-an-ai-future-that-hasnt-fully-arrived-yet-even-a</loc>
    <news:news>
      <news:publication>
        <news:name>The Continuum Brief</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-06-08T11:20:00+00:00</news:publication_date>
      <news:title>Executives are cutting jobs for an AI future that hasn&apos;t fully arrived yet, even as productivity gains remain difficult to prove — data neither confirms nor refutes an AI unemployment apocalypse</news:title>
      <news:keywords>Infrastructure Software, Artificial Intelligence, Tech Industry</news:keywords>
    </news:news>
  </url>
  <url>
    <loc>https://thecontinuumbrief.com/articles/kia-niro-ev-is-the-most-affordable-new-ev-you-can-lease-in-june-2026</loc>
    <news:news>
      <news:publication>
        <news:name>The Continuum Brief</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-06-08T11:15:00+00:00</news:publication_date>
      <news:title>Kia Niro EV is the most affordable new EV you can lease in June 2026</news:title>
      <news:keywords>Autonomous Systems, News, ev deals, kia, lease deals</news:keywords>
    </news:news>
  </url>
  <url>
    <loc>https://thecontinuumbrief.com/articles/oxford-university-discloses-data-breach-after-careers-platform-hack</loc>
    <news:news>
      <news:publication>
        <news:name>The Continuum Brief</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-06-08T11:14:41+00:00</news:publication_date>
      <news:title>Oxford University discloses data breach after careers platform hack</news:title>
      <news:keywords>Infrastructure Software, Security</news:keywords>
    </news:news>
  </url>
  <url>
    <loc>https://thecontinuumbrief.com/articles/microsoft-the-37-billion-ai-question-investors-cant-ignore</loc>
    <news:news>
      <news:publication>
        <news:name>The Continuum Brief</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-06-08T11:07:01+00:00</news:publication_date>
      <news:title>Microsoft: The $37 Billion AI Question Investors Can&apos;t Ignore</news:title>
      <news:keywords>Capital Markets, MSFT, MSFT:CA, ZMSF:CA, Ritabrata Das</news:keywords>
    </news:news>
  </url>
  <url>
    <loc>https://thecontinuumbrief.com/articles/amazon-is-offering-a-324-nvidia-rtx-5060-gpu-deal-in-a-lightning-sale-making-it-</loc>
    <news:news>
      <news:publication>
        <news:name>The Continuum Brief</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-06-08T11:06:53+00:00</news:publication_date>
      <news:title>Amazon is offering a $324 Nvidia RTX 5060 GPU deal in a lightning sale, making it the cheapest model available — 1080p gaming on a budget</news:title>
      <news:keywords>Infrastructure Software, GPUs, PC Components</news:keywords>
    </news:news>
  </url>
  <url>
    <loc>https://thecontinuumbrief.com/articles/broadcoms-selloff-misses-the-bigger-story</loc>
    <news:news>
      <news:publication>
        <news:name>The Continuum Brief</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-06-08T11:05:53+00:00</news:publication_date>
      <news:title>Broadcom&apos;s Selloff Misses The Bigger Story</news:title>
      <news:keywords>Capital Markets, AVGO:CA, ZAVG:CA, AVGO, Quantryon Capital</news:keywords>
    </news:news>
  </url>
  <url>
    <loc>https://thecontinuumbrief.com/articles/neworbit-raises-185m-series-a-to-commercialise-vleo</loc>
    <news:news>
      <news:publication>
        <news:name>The Continuum Brief</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-06-08T11:05:00+00:00</news:publication_date>
      <news:title>NewOrbit raises $18.5M Series A to commercialise VLEO</news:title>
      <news:keywords>Capital Markets, Spacetech</news:keywords>
    </news:news>
  </url>
  <url>
    <loc>https://thecontinuumbrief.com/articles/the-weather-and-climate-science-ai-revolution-isnt-revolutionary</loc>
    <news:news>
      <news:publication>
        <news:name>The Continuum Brief</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-06-08T11:00:58+00:00</news:publication_date>
      <news:title>The weather and climate science AI revolution isn’t revolutionary</news:title>
      <news:keywords>AI, AI, Features, Science, climate models, Climate science, machine learning, meteorology, weather forecasts</news:keywords>
    </news:news>
  </url>
  <url>
    <loc>https://thecontinuumbrief.com/articles/linux-efs-file-system-may-have-new-maintainer-or-it-might-just-get-removed</loc>
    <news:news>
      <news:publication>
        <news:name>The Continuum Brief</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-06-08T11:00:50+00:00</news:publication_date>
      <news:title>Linux EFS File-System May Have New Maintainer - Or It Might Just Get Removed</news:title>
      <news:keywords>Infrastructure Software</news:keywords>
    </news:news>
  </url>
  <url>
    <loc>https://thecontinuumbrief.com/articles/french-army-has-recruitment-surplus-but-lacks-equipment-deputy-chief-says</loc>
    <news:news>
      <news:publication>
        <news:name>The Continuum Brief</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-06-08T11:00:33+00:00</news:publication_date>
      <news:title>French Army has recruitment surplus but lacks equipment, deputy chief says</news:title>
      <news:keywords>Defence Tech, / Europe</news:keywords>
    </news:news>
  </url>
  <url>
    <loc>https://thecontinuumbrief.com/articles/how-bigger-acvs-are-bringing-direct-sales-back-to-vertical-ai</loc>
    <news:news>
      <news:publication>
        <news:name>The Continuum Brief</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-06-08T11:00:27+00:00</news:publication_date>
      <news:title>How Bigger ACVs Are Bringing Direct Sales Back To Vertical AI</news:title>
      <news:keywords>Capital Markets, Artificial intelligence, SaaS, Sales &amp; Marketing, AI, sales &amp; marketing</news:keywords>
    </news:news>
  </url>
  <url>
    <loc>https://thecontinuumbrief.com/articles/palladyne-ai-partners-with-iai-to-bring-israeli-harpy-harop-drones-to-us</loc>
    <news:news>
      <news:publication>
        <news:name>The Continuum Brief</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-06-08T11:00:00+00:00</news:publication_date>
      <news:title>Palladyne AI partners with IAI to bring Israeli Harpy, Harop drones to US</news:title>
      <news:keywords>Defence Tech, Air Warfare, Networks &amp; Digital Warfare, AI &amp; Autonomy, Air Force, anti-aircraft, artificial intelligence AI, Business &amp; Industry, cyber security</news:keywords>
    </news:news>
  </url>
  <url>
    <loc>https://thecontinuumbrief.com/articles/crowdstrike-unattractive-risk-matrix</loc>
    <news:news>
      <news:publication>
        <news:name>The Continuum Brief</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-06-08T11:00:00+00:00</news:publication_date>
      <news:title>CrowdStrike: Unattractive Risk Matrix</news:title>
      <news:keywords>Capital Markets, CRWD, The Asian Investor</news:keywords>
    </news:news>
  </url>
  <url>
    <loc>https://thecontinuumbrief.com/articles/uber-wayve-and-waymo-are-headed-towards-a-robotaxi-showdown-in-london</loc>
    <news:news>
      <news:publication>
        <news:name>The Continuum Brief</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-06-08T11:00:00+00:00</news:publication_date>
      <news:title>Uber, Wayve and Waymo are headed towards a robotaxi showdown in London</news:title>
      <news:keywords>Autonomous Systems, Transportation, London, Uber, autonomous vehicles, Waymo, wayve, robotaxis</news:keywords>
    </news:news>
  </url>
  <url>
    <loc>https://thecontinuumbrief.com/articles/microsoft-unlocks-visual-studio-for-developers-left-behind-by-its-own-ai</loc>
    <news:news>
      <news:publication>
        <news:name>The Continuum Brief</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-06-08T11:00:00+00:00</news:publication_date>
      <news:title>Microsoft unlocks Visual Studio for developers left behind by its own AI</news:title>
      <news:keywords>Infrastructure Software, AI, AI Agents, Developer tools</news:keywords>
    </news:news>
  </url>
  <url>
    <loc>https://thecontinuumbrief.com/articles/article-artificial-intelligence-driven-phishing-how-phishing-technique-is-evolvi</loc>
    <news:news>
      <news:publication>
        <news:name>The Continuum Brief</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-06-08T11:00:00+00:00</news:publication_date>
      <news:title>Article: Artificial Intelligence-Driven Phishing: How Phishing Technique Is Evolving and Implemented</news:title>
      <news:keywords>Infrastructure Software, Application Security, Artificial Intelligence, AI Security, AI, ML &amp; Data Engineering, article</news:keywords>
    </news:news>
  </url>
  <url>
    <loc>https://thecontinuumbrief.com/articles/podcast-from-mcp-and-vibe-coding-to-harness-engineering-how-did-ai-native-engine</loc>
    <news:news>
      <news:publication>
        <news:name>The Continuum Brief</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-06-08T11:00:00+00:00</news:publication_date>
      <news:title>Podcast: From MCP and Vibe Coding to Harness Engineering: How Did AI Native Engineering Evolve in One Year</news:title>
      <news:keywords>Infrastructure Software, Model Context Protocol (MCP), AI Architecture, The InfoQ Podcast, Software Development, Development, podcast</news:keywords>
    </news:news>
  </url>
  <url>
    <loc>https://thecontinuumbrief.com/articles/presentation-mitigating-geopolitical-risks-with-local-first-software-and-atproto</loc>
    <news:news>
      <news:publication>
        <news:name>The Continuum Brief</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-06-08T11:00:00+00:00</news:publication_date>
      <news:title>Presentation: Mitigating Geopolitical Risks with Local-First Software and atproto</news:title>
      <news:keywords>Infrastructure Software, Cloud, API, Transcripts, Sovereignty, QCon London 2026, Protocol, CRDT, DevOps</news:keywords>
    </news:news>
  </url>
  <url>
    <loc>https://thecontinuumbrief.com/articles/dcdstudio-designing-ai-infrastructure-as-a-complete-system-with-peter-de-bock-ea</loc>
    <news:news>
      <news:publication>
        <news:name>The Continuum Brief</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-06-08T10:59:07+00:00</news:publication_date>
      <news:title>DCD&gt;Studio: Designing AI infrastructure as a complete system, with Peter De Bock, Eaton</news:title>
      <news:keywords>Infrastructure Software</news:keywords>
    </news:news>
  </url>
  <url>
    <loc>https://thecontinuumbrief.com/articles/ukraines-digital-resilience-is-europes-warning-signal</loc>
    <news:news>
      <news:publication>
        <news:name>The Continuum Brief</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-06-08T10:55:11+00:00</news:publication_date>
      <news:title>Ukraine’s digital resilience is Europe’s warning signal</news:title>
      <news:keywords>Capital Markets, Deeptech</news:keywords>
    </news:news>
  </url>
  <url>
    <loc>https://thecontinuumbrief.com/articles/digital-edge-acquires-land-in-seoul-south-korea-for-60mw-data-center</loc>
    <news:news>
      <news:publication>
        <news:name>The Continuum Brief</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-06-08T10:50:27+00:00</news:publication_date>
      <news:title>Digital Edge acquires land in Seoul, South Korea, for 60MW data center</news:title>
      <news:keywords>Infrastructure Software</news:keywords>
    </news:news>
  </url>
  <url>
    <loc>https://thecontinuumbrief.com/articles/brit-fraudsters-using-ai-to-doctor-evidence-in-motor-insurance-claims</loc>
    <news:news>
      <news:publication>
        <news:name>The Continuum Brief</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-06-08T10:48:21+00:00</news:publication_date>
      <news:title>Brit fraudsters using AI to doctor &apos;evidence&apos; in motor insurance claims</news:title>
      <news:keywords>Infrastructure Software, ai and ml</news:keywords>
    </news:news>
  </url>
  <url>
    <loc>https://thecontinuumbrief.com/articles/preparing-telco-networks-for-ai-why-modernizing-legacy-infrastructure-matters-no</loc>
    <news:news>
      <news:publication>
        <news:name>The Continuum Brief</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-06-08T10:45:29+00:00</news:publication_date>
      <news:title>Preparing telco networks for AI: Why modernizing legacy infrastructure matters now</news:title>
      <news:keywords>Infrastructure Software</news:keywords>
    </news:news>
  </url>
  <url>
    <loc>https://thecontinuumbrief.com/articles/vintage-amd-r600-graphics-driver-sees-code-cleanups-thanks-to-github-copilot</loc>
    <news:news>
      <news:publication>
        <news:name>The Continuum Brief</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-06-08T10:41:33+00:00</news:publication_date>
      <news:title>Vintage AMD R600 Graphics Driver Sees Code Cleanups Thanks To GitHub Copilot</news:title>
      <news:keywords>Infrastructure Software</news:keywords>
    </news:news>
  </url>
  <url>
    <loc>https://thecontinuumbrief.com/articles/maxcell-delivers-fiber-infrastructure-to-support-major-hyperscalers-ai-growth</loc>
    <news:news>
      <news:publication>
        <news:name>The Continuum Brief</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-06-08T10:38:47+00:00</news:publication_date>
      <news:title>MaxCell delivers fiber infrastructure to support major hyperscaler&apos;s AI growth</news:title>
      <news:keywords>Infrastructure Software</news:keywords>
    </news:news>
  </url>
  <url>
    <loc>https://thecontinuumbrief.com/articles/last-call-for-the-phoronix-22nd-birthday-premium-special</loc>
    <news:news>
      <news:publication>
        <news:name>The Continuum Brief</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-06-08T10:33:16+00:00</news:publication_date>
      <news:title>Last Call For The Phoronix 22nd Birthday Premium Special</news:title>
      <news:keywords>Infrastructure Software</news:keywords>
    </news:news>
  </url>
  <url>
    <loc>https://thecontinuumbrief.com/articles/momfluencers-are-pitching-ai-as-a-better-coparent-than-men</loc>
    <news:news>
      <news:publication>
        <news:name>The Continuum Brief</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-06-08T10:30:00+00:00</news:publication_date>
      <news:title>Momfluencers Are Pitching AI as a Better ‘Coparent’ Than Men</news:title>
      <news:keywords>AI, Culture, Culture / Digital Culture</news:keywords>
    </news:news>
  </url>
  <url>
    <loc>https://thecontinuumbrief.com/articles/stm-launches-second-vessel-of-malaysias-lms-batch-ii-project-in-istanbul</loc>
    <news:news>
      <news:publication>
        <news:name>The Continuum Brief</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-06-08T10:27:46+00:00</news:publication_date>
      <news:title>STM Launches Second Vessel of Malaysia’s LMS Batch II Project in Istanbul</news:title>
      <news:keywords>Defence Tech, News, LMS, Royal Malaysian Navy</news:keywords>
    </news:news>
  </url>
  <url>
    <loc>https://thecontinuumbrief.com/articles/nvidia-sk-hynix-sign-multi-year-deal-for-next-gen-ai-memory-the-information</loc>
    <news:news>
      <news:publication>
        <news:name>The Continuum Brief</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-06-08T10:26:25+00:00</news:publication_date>
      <news:title>Nvidia, SK Hynix Sign Multi-Year Deal for Next-gen AI Memory - The Information</news:title>
      <news:keywords>Capital Markets</news:keywords>
    </news:news>
  </url>
  <url>
    <loc>https://thecontinuumbrief.com/articles/physicsx-raises-300m-at-24bn-valuation</loc>
    <news:news>
      <news:publication>
        <news:name>The Continuum Brief</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-06-08T10:25:06+00:00</news:publication_date>
      <news:title>PhysicsX raises $300M at $2.4BN valuation</news:title>
      <news:keywords>Capital Markets, Artificial Intelligence</news:keywords>
    </news:news>
  </url>
  <url>
    <loc>https://thecontinuumbrief.com/articles/beaglev-ahead-lichee-pi-4a-risc-v-boards-to-see-working-wifi-with-linux-72</loc>
    <news:news>
      <news:publication>
        <news:name>The Continuum Brief</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-06-08T10:24:43+00:00</news:publication_date>
      <news:title>BeagleV Ahead &amp; Lichee Pi 4a RISC-V Boards To See Working WiFi With Linux 7.2</news:title>
      <news:keywords>Infrastructure Software</news:keywords>
    </news:news>
  </url>
  <url>
    <loc>https://thecontinuumbrief.com/articles/cipher-looks-to-build-500mw-campus-near-coal-plant-outside-waco-texas</loc>
    <news:news>
      <news:publication>
        <news:name>The Continuum Brief</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-06-08T10:21:23+00:00</news:publication_date>
      <news:title>Cipher looks to build 500MW campus near coal plant outside Waco, Texas</news:title>
      <news:keywords>Infrastructure Software</news:keywords>
    </news:news>
  </url>
  <url>
    <loc>https://thecontinuumbrief.com/articles/presentation-beyond-speed-limits-exploring-the-performance-power-of-valkey</loc>
    <news:news>
      <news:publication>
        <news:name>The Continuum Brief</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-06-08T10:15:00+00:00</news:publication_date>
      <news:title>Presentation: Beyond Speed Limits: Exploring the Performance Power of Valkey</news:title>
      <news:keywords>Infrastructure Software, Transcripts, AWS, Key-Value Store, InfoQ Dev Summit Munich 2025, Data, AI, ML &amp; Data Engineering, presentation</news:keywords>
    </news:news>
  </url>
  <url>
    <loc>https://thecontinuumbrief.com/articles/us-energy-company-plots-12gw-hydropower-plant-and-ai-data-center-in-lesotho-repo</loc>
    <news:news>
      <news:publication>
        <news:name>The Continuum Brief</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-06-08T10:10:03+00:00</news:publication_date>
      <news:title>US energy company plots 1.2GW hydropower plant and AI data center in Lesotho - report</news:title>
      <news:keywords>Infrastructure Software</news:keywords>
    </news:news>
  </url>
  <url>
    <loc>https://thecontinuumbrief.com/articles/raspberry-pi-from-hobbyist-kit-to-a-london-ai-growth-play</loc>
    <news:news>
      <news:publication>
        <news:name>The Continuum Brief</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-06-08T10:03:37+00:00</news:publication_date>
      <news:title>Raspberry Pi: From Hobbyist Kit To A London AI Growth Play</news:title>
      <news:keywords>Capital Markets, RPBPF, Eborose Capital</news:keywords>
    </news:news>
  </url>
  <url>
    <loc>https://thecontinuumbrief.com/articles/uk-govs-answer-to-ai-job-fears-an-ai-bot-to-polish-your-cv</loc>
    <news:news>
      <news:publication>
        <news:name>The Continuum Brief</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-06-08T10:02:00+00:00</news:publication_date>
      <news:title>UK gov&apos;s answer to AI job fears: An AI bot to polish your CV</news:title>
      <news:keywords>Infrastructure Software, ai and ml</news:keywords>
    </news:news>
  </url>
  <url>
    <loc>https://thecontinuumbrief.com/articles/uks-answer-to-ai-job-fears-is-a-bot-to-polish-your-cv</loc>
    <news:news>
      <news:publication>
        <news:name>The Continuum Brief</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-06-08T10:02:00+00:00</news:publication_date>
      <news:title>UK&apos;s answer to AI job fears is a bot to polish your CV</news:title>
      <news:keywords>Infrastructure Software, ai and ml</news:keywords>
    </news:news>
  </url>
  <url>
    <loc>https://thecontinuumbrief.com/articles/department-of-work-and-pensions-answer-to-ai-job-fears-is-a-bot-to-polish-your-c</loc>
    <news:news>
      <news:publication>
        <news:name>The Continuum Brief</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-06-08T10:02:00+00:00</news:publication_date>
      <news:title>Department of Work and Pensions&apos; answer to AI job fears is a bot to polish your CV</news:title>
      <news:keywords>Infrastructure Software, ai and ml</news:keywords>
    </news:news>
  </url>
  <url>
    <loc>https://thecontinuumbrief.com/articles/five-ways-to-boost-your-motoring-experience</loc>
    <news:news>
      <news:publication>
        <news:name>The Continuum Brief</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-06-08T10:00:04+00:00</news:publication_date>
      <news:title>Five ways to boost your motoring experience</news:title>
      <news:keywords>Capital Markets</news:keywords>
    </news:news>
  </url>
  <url>
    <loc>https://thecontinuumbrief.com/articles/google-buys-compute-from-spacex-broadcoms-outlook-apples-ai-politics</loc>
    <news:news>
      <news:publication>
        <news:name>The Continuum Brief</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-06-08T10:00:00+00:00</news:publication_date>
      <news:title>Google Buys Compute From SpaceX, Broadcom’s Outlook, Apple’s AI Politics</news:title>
      <news:keywords>AI, Daily Update</news:keywords>
    </news:news>
  </url>
  <url>
    <loc>https://thecontinuumbrief.com/articles/nebius-signs-22mw-capacity-agreement-with-kao-data-in-the-uk</loc>
    <news:news>
      <news:publication>
        <news:name>The Continuum Brief</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-06-08T09:57:57+00:00</news:publication_date>
      <news:title>Nebius signs 22MW capacity agreement with Kao Data in the UK</news:title>
      <news:keywords>Infrastructure Software</news:keywords>
    </news:news>
  </url>
  <url>
    <loc>https://thecontinuumbrief.com/articles/physicsx-hits-24bn-valuation-after-300m-temasek-led-funding-round</loc>
    <news:news>
      <news:publication>
        <news:name>The Continuum Brief</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-06-08T09:52:27+00:00</news:publication_date>
      <news:title>PhysicsX hits $2.4bn valuation after $300m Temasek-led funding round</news:title>
      <news:keywords>Capital Markets</news:keywords>
    </news:news>
  </url>
  <url>
    <loc>https://thecontinuumbrief.com/articles/broadcom-the-market-overreacted-to-the-ai-guidance-optics</loc>
    <news:news>
      <news:publication>
        <news:name>The Continuum Brief</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-06-08T09:52:03+00:00</news:publication_date>
      <news:title>Broadcom: The Market Overreacted To The AI Guidance Optics</news:title>
      <news:keywords>Capital Markets, AVGO, AVGO:CA, ZAVG:CA, Danil Sereda</news:keywords>
    </news:news>
  </url>
  <url>
    <loc>https://thecontinuumbrief.com/articles/google-to-pay-920-million-to-spacex-monthly-for-ai-capacity</loc>
    <news:news>
      <news:publication>
        <news:name>The Continuum Brief</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-06-08T09:51:31+00:00</news:publication_date>
      <news:title>Google to pay $920 million to SpaceX monthly for AI capacity</news:title>
      <news:keywords>Infrastructure Software</news:keywords>
    </news:news>
  </url>
  <url>
    <loc>https://thecontinuumbrief.com/articles/utah-governor-orders-higher-bar-for-data-center-development-amid-oleary-data-cen</loc>
    <news:news>
      <news:publication>
        <news:name>The Continuum Brief</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-06-08T09:47:21+00:00</news:publication_date>
      <news:title>Utah Governor orders “higher bar” for data center development amid O’Leary data center debacle</news:title>
      <news:keywords>Infrastructure Software</news:keywords>
    </news:news>
  </url>
  <url>
    <loc>https://thecontinuumbrief.com/articles/history-of-centos-how-a-biochemists-linux-hobby-project-became-the-enterprise-wo</loc>
    <news:news>
      <news:publication>
        <news:name>The Continuum Brief</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-06-08T09:15:00+00:00</news:publication_date>
      <news:title>History of CentOS: How a biochemist&apos;s Linux hobby project became the enterprise world&apos;s default operating system</news:title>
      <news:keywords>Infrastructure Software, os platforms</news:keywords>
    </news:news>
  </url>
  <url>
    <loc>https://thecontinuumbrief.com/articles/microsoft-discovery-reaches-ga-on-azure-powering-the-agentic-ai-behind-majorana-</loc>
    <news:news>
      <news:publication>
        <news:name>The Continuum Brief</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-06-08T09:08:00+00:00</news:publication_date>
      <news:title>Microsoft Discovery Reaches GA on Azure, Powering the Agentic AI Behind Majorana 2 Quantum Chip</news:title>
      <news:keywords>Infrastructure Software, Microsoft Azure, Quantum Computing, AI Architecture, Cloud, Microsoft, DevOps, AI, ML &amp; Data Engineering, Development</news:keywords>
    </news:news>
  </url>
  <url>
    <loc>https://thecontinuumbrief.com/articles/apple-found-a-way-to-sharply-cut-token-use</loc>
    <news:news>
      <news:publication>
        <news:name>The Continuum Brief</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-06-08T08:59:31+00:00</news:publication_date>
      <news:title>Apple found a way to sharply cut token use</news:title>
      <news:keywords>Infrastructure Software, apple, AI, tokens</news:keywords>
    </news:news>
  </url>
  <url>
    <loc>https://thecontinuumbrief.com/articles/amd-to-invest-up-to-2b-in-uk</loc>
    <news:news>
      <news:publication>
        <news:name>The Continuum Brief</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-06-08T08:56:41+00:00</news:publication_date>
      <news:title>AMD to invest up to £2B in U.K.</news:title>
      <news:keywords>Capital Markets, AMD, DELL</news:keywords>
    </news:news>
  </url>
  <url>
    <loc>https://thecontinuumbrief.com/articles/south-korean-stocks-plunge-as-traders-scale-back-ai-bets</loc>
    <news:news>
      <news:publication>
        <news:name>The Continuum Brief</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-06-08T08:50:49+00:00</news:publication_date>
      <news:title>South Korean stocks plunge as traders scale back AI bets</news:title>
      <news:keywords>Capital Markets, EWY, KF, SSNLF, KORU, FLKR, USD:KRW, KRW:USD, MKOR</news:keywords>
    </news:news>
  </url>
  <url>
    <loc>https://thecontinuumbrief.com/articles/asml-three-risks-the-market-is-completely-ignoring</loc>
    <news:news>
      <news:publication>
        <news:name>The Continuum Brief</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-06-08T08:50:12+00:00</news:publication_date>
      <news:title>ASML: Three Risks The Market Is Completely Ignoring</news:title>
      <news:keywords>Capital Markets, ASML, ASML:CA, ASMLF, The Quality Growth Investor</news:keywords>
    </news:news>
  </url>
  <url>
    <loc>https://thecontinuumbrief.com/articles/nvidia-sk-telecom-plan-gigawatt-scale-ai-cloud-in-south-korea</loc>
    <news:news>
      <news:publication>
        <news:name>The Continuum Brief</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-06-08T08:44:48+00:00</news:publication_date>
      <news:title>Nvidia, SK Telecom plan gigawatt-scale AI cloud in South Korea</news:title>
      <news:keywords>Capital Markets, NVDA, SKM, HXSCL, NHNCF, LGEIY</news:keywords>
    </news:news>
  </url>
  <url>
    <loc>https://thecontinuumbrief.com/articles/the-cypherpunk-library</loc>
    <news:news>
      <news:publication>
        <news:name>The Continuum Brief</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-06-08T08:32:52+00:00</news:publication_date>
      <news:title>The Cypherpunk Library</news:title>
      <news:keywords>Infrastructure Software</news:keywords>
    </news:news>
  </url>
  <url>
    <loc>https://thecontinuumbrief.com/articles/marvell-technology-flex-jump-on-sp-500-inclusion-plan</loc>
    <news:news>
      <news:publication>
        <news:name>The Continuum Brief</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-06-08T08:31:49+00:00</news:publication_date>
      <news:title>Marvell Technology, Flex jump on S&amp;P 500 inclusion plan</news:title>
      <news:keywords>Capital Markets, FLEX, MRVL, SP500</news:keywords>
    </news:news>
  </url>
  <url>
    <loc>https://thecontinuumbrief.com/articles/european-tech-weekly-recap-over-23b-invested-in-the-tech-ecosystem-in-the-first-</loc>
    <news:news>
      <news:publication>
        <news:name>The Continuum Brief</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-06-08T08:30:00+00:00</news:publication_date>
      <news:title>European tech weekly recap: Over €2.3B invested in the tech ecosystem in the first week of June</news:title>
      <news:keywords>Capital Markets, Data/Research, Premium</news:keywords>
    </news:news>
  </url>
  <url>
    <loc>https://thecontinuumbrief.com/articles/yes-its-true-windows-11-is-an-agentic-platform</loc>
    <news:news>
      <news:publication>
        <news:name>The Continuum Brief</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-06-08T08:30:00+00:00</news:publication_date>
      <news:title>Yes! It’s true! Windows 11 is an agentic platform.</news:title>
      <news:keywords>Infrastructure Software, os platforms</news:keywords>
    </news:news>
  </url>
  <url>
    <loc>https://thecontinuumbrief.com/articles/article-the-technology-adoption-curve-twenty-years-on</loc>
    <news:news>
      <news:publication>
        <news:name>The Continuum Brief</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-06-08T08:30:00+00:00</news:publication_date>
      <news:title>Article: The Technology Adoption Curve, Twenty Years On</news:title>
      <news:keywords>Infrastructure Software, Generative AI, Technology Trends, Cloud, Machine Learning, Agile, Kubernetes, Java, Software Engineering</news:keywords>
    </news:news>
  </url>
  <url>
    <loc>https://thecontinuumbrief.com/articles/drones-can-underpin-real-world-ops-today-and-1000-ship-navy-tomorrow</loc>
    <news:news>
      <news:publication>
        <news:name>The Continuum Brief</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-06-08T08:29:00+00:00</news:publication_date>
      <news:title>Drones Can Underpin Real-world Ops Today and 1,000-ship Navy Tomorrow</news:title>
      <news:keywords>Defence Tech, CNE 2026, Hybrid Navy, Royal Navy, Unmanned Vehicles</news:keywords>
    </news:news>
  </url>
  <url>
    <loc>https://thecontinuumbrief.com/articles/beatpulselabs-raises-18m-pre-seed-to-scale-ai-training-data</loc>
    <news:news>
      <news:publication>
        <news:name>The Continuum Brief</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-06-08T08:15:00+00:00</news:publication_date>
      <news:title>BeatpulseLabs raises $1.8M pre-seed to scale AI training data</news:title>
      <news:keywords>Capital Markets, Artificial Intelligence</news:keywords>
    </news:news>
  </url>
  <url>
    <loc>https://thecontinuumbrief.com/articles/the-lawmakers-fighting-to-modernize-the-pentagon</loc>
    <news:news>
      <news:publication>
        <news:name>The Continuum Brief</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-06-08T08:00:34+00:00</news:publication_date>
      <news:title>The Lawmakers Fighting to Modernize the Pentagon</news:title>
      <news:keywords>Defence Tech, Cogs of War, Congress, Defense Industry, Industrial Policy</news:keywords>
    </news:news>
  </url>
  <url>
    <loc>https://thecontinuumbrief.com/articles/small-countries-big-readiness-cee-ai-index-2026-highlights-ai-leaders-in-central</loc>
    <news:news>
      <news:publication>
        <news:name>The Continuum Brief</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-06-08T08:00:00+00:00</news:publication_date>
      <news:title>Small countries, big readiness: CEE AI Index 2026 highlights AI leaders in Central and Eastern Europe</news:title>
      <news:keywords>Capital Markets, General</news:keywords>
    </news:news>
  </url>
  <url>
    <loc>https://thecontinuumbrief.com/articles/microsoft-launches-logic-apps-automation-at-build-2026</loc>
    <news:news>
      <news:publication>
        <news:name>The Continuum Brief</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-06-08T08:00:00+00:00</news:publication_date>
      <news:title>Microsoft Launches Logic Apps Automation at Build 2026</news:title>
      <news:keywords>Infrastructure Software, Cloud, Low Code, AI Architecture, Automation, Azure, iPaaS, LogicApps, Microsoft Azure</news:keywords>
    </news:news>
  </url>
  <url>
    <loc>https://thecontinuumbrief.com/articles/terraform-115-closes-gap-to-opentofu-on-dynamic-sources-and-deprecation</loc>
    <news:news>
      <news:publication>
        <news:name>The Continuum Brief</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-06-08T08:00:00+00:00</news:publication_date>
      <news:title>Terraform 1.15 Closes Gap to OpenTofu on Dynamic Sources and Deprecation</news:title>
      <news:keywords>Infrastructure Software, Terraform, Infrastructure as Code, DevOps, news</news:keywords>
    </news:news>
  </url>
  <url>
    <loc>https://thecontinuumbrief.com/articles/antenna-first-design-the-rf-shift-iot-cannot-avoid</loc>
    <news:news>
      <news:publication>
        <news:name>The Continuum Brief</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-06-08T08:00:00+00:00</news:publication_date>
      <news:title>Antenna-First Design: The RF Shift IoT Cannot Avoid</news:title>
      <news:keywords>Infrastructure Software, Sponsored content</news:keywords>
    </news:news>
  </url>
  <url>
    <loc>https://thecontinuumbrief.com/articles/why-quantum-computing-companies-are-turning-to-spacs</loc>
    <news:news>
      <news:publication>
        <news:name>The Continuum Brief</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-06-08T07:59:53+00:00</news:publication_date>
      <news:title>Why Quantum Computing Companies Are Turning to SPACs</news:title>
      <news:keywords>Quantum, Quantum Business, FIGX, Lou Gerken, Quantum SPACs, spacs, special purpose acquisition company</news:keywords>
    </news:news>
  </url>
  <url>
    <loc>https://thecontinuumbrief.com/articles/google-tpu-v8-vs-nvidia-how-inference-is-rewriting-the-ai-market</loc>
    <news:news>
      <news:publication>
        <news:name>The Continuum Brief</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-06-08T07:49:14+00:00</news:publication_date>
      <news:title>Google TPU V8 Vs. Nvidia: How Inference Is Rewriting The AI Market</news:title>
      <news:keywords>Capital Markets, GOOGL, NVDA, GOOG:CA, GOOG, NVDA:CA, Beth Kindig</news:keywords>
    </news:news>
  </url>
  <url>
    <loc>https://thecontinuumbrief.com/articles/zero-reaches-10-marking-the-first-stable-release-of-rocicorps-web-sync-engine</loc>
    <news:news>
      <news:publication>
        <news:name>The Continuum Brief</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-06-08T07:49:00+00:00</news:publication_date>
      <news:title>Zero Reaches 1.0, Marking the First Stable Release of Rocicorp&apos;s Web Sync Engine</news:title>
      <news:keywords>Infrastructure Software, Web Development, Caching, JavaScript, TypeScript, Development, news</news:keywords>
    </news:news>
  </url>
  <url>
    <loc>https://thecontinuumbrief.com/articles/the-2027-cadillac-lyriq-is-keeping-a-big-feature-all-other-gm-evs-have-already-l</loc>
    <news:news>
      <news:publication>
        <news:name>The Continuum Brief</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-06-08T07:40:21+00:00</news:publication_date>
      <news:title>The 2027 Cadillac Lyriq Is Keeping A Big Feature All Other GM EVs Have Already Lost</news:title>
      <news:keywords>Autonomous Systems</news:keywords>
    </news:news>
  </url>
  <url>
    <loc>https://thecontinuumbrief.com/articles/from-add-more-dots-to-32-strategys-michael-saylor-fuels-fresh-bitcoin-buy-specul</loc>
    <news:news>
      <news:publication>
        <news:name>The Continuum Brief</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-06-08T07:36:05+00:00</news:publication_date>
      <news:title>From &apos;add more dots&apos; to &apos;32?&apos;: Strategy’s Michael Saylor fuels fresh bitcoin-buy speculations</news:title>
      <news:keywords>Capital Markets, MSTR, BTC-USD</news:keywords>
    </news:news>
  </url>
  <url>
    <loc>https://thecontinuumbrief.com/articles/what-beiruts-port-scanners-miss-about-militant-supply-chains</loc>
    <news:news>
      <news:publication>
        <news:name>The Continuum Brief</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-06-08T07:30:27+00:00</news:publication_date>
      <news:title>What Beirut’s Port Scanners Miss About Militant Supply Chains</news:title>
      <news:keywords>Defence Tech, Commentary, Artificial Intelligence, Lebanon, Terrorism</news:keywords>
    </news:news>
  </url>
  <url>
    <loc>https://thecontinuumbrief.com/articles/galvany-secures-10m-seed-round-for-heat-pump-expansion</loc>
    <news:news>
      <news:publication>
        <news:name>The Continuum Brief</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-06-08T07:05:00+00:00</news:publication_date>
      <news:title>GALVANY secures €10M seed round for heat pump expansion</news:title>
      <news:keywords>Capital Markets, SaaS, Energy</news:keywords>
    </news:news>
  </url>
  <url>
    <loc>https://thecontinuumbrief.com/articles/disturbance-in-verification</loc>
    <news:news>
      <news:publication>
        <news:name>The Continuum Brief</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-06-08T07:01:42+00:00</news:publication_date>
      <news:title>Disturbance In Verification</news:title>
      <news:keywords>Infrastructure Software, Opinion, System-Level Design, What Were They Thinking, agentic AI, agentic verification, AI, coverage, EDA</news:keywords>
    </news:news>
  </url>
  <url>
    <loc>https://thecontinuumbrief.com/articles/chip-industry-technical-paper-roundup-june-8</loc>
    <news:news>
      <news:publication>
        <news:name>The Continuum Brief</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-06-08T07:01:21+00:00</news:publication_date>
      <news:title>Chip Industry Technical Paper Roundup: June 8</news:title>
      <news:keywords>Infrastructure Software, Research, Research: LPHP, Arizona State University, Chalmers University of Technology, ETH Zurich, Fraunhofer IMS, Georgia Tech, Harvard University</news:keywords>
    </news:news>
  </url>
  <url>
    <loc>https://thecontinuumbrief.com/articles/research-bits-june-8</loc>
    <news:news>
      <news:publication>
        <news:name>The Continuum Brief</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-06-08T07:01:19+00:00</news:publication_date>
      <news:title>Research Bits: June 8</news:title>
      <news:keywords>Infrastructure Software, Low Power-High Performance, Research, Research: LPHP, AIST, molybdenum disulfide, nanotubes, National Institute of Advanced Industrial Science and Technology, National Institute of Standards and Technology</news:keywords>
    </news:news>
  </url>
  <url>
    <loc>https://thecontinuumbrief.com/articles/volteum-bags-25m-to-power-ev-and-mixed-fleet-operations</loc>
    <news:news>
      <news:publication>
        <news:name>The Continuum Brief</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-06-08T07:00:00+00:00</news:publication_date>
      <news:title>Volteum bags €2.5M to power EV and mixed fleet operations</news:title>
      <news:keywords>Capital Markets, Software development</news:keywords>
    </news:news>
  </url>
  <url>
    <loc>https://thecontinuumbrief.com/articles/connectivity-revolution-or-evolution-inside-data-centers</loc>
    <news:news>
      <news:publication>
        <news:name>The Continuum Brief</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-06-08T07:00:00+00:00</news:publication_date>
      <news:title>Connectivity Revolution or Evolution Inside Data Centers?</news:title>
      <news:keywords>Infrastructure Software, Blog, Opinion, AI accelerator, AI Inference, Co-Packaged Optics, data centers, eXtra-dense pluggable optics (XPO), Optical Networks</news:keywords>
    </news:news>
  </url>
  <url>
    <loc>https://thecontinuumbrief.com/articles/sponsored-decoupling-from-the-grid</loc>
    <news:news>
      <news:publication>
        <news:name>The Continuum Brief</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-06-08T07:00:00+00:00</news:publication_date>
      <news:title>Sponsored: Decoupling from the grid</news:title>
      <news:keywords>Infrastructure Software</news:keywords>
    </news:news>
  </url>
  <url>
    <loc>https://thecontinuumbrief.com/articles/amazon-rds-for-sql-server-migration-cost-assessment-capabilities-now-available-i</loc>
    <news:news>
      <news:publication>
        <news:name>The Continuum Brief</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-06-08T07:00:00+00:00</news:publication_date>
      <news:title>Amazon RDS for SQL Server migration cost assessment capabilities now available in AWS Transform</news:title>
      <news:keywords>Infrastructure Software, marketing:marchitecture/databases,general:products/amazon-rds-for-sql-server</news:keywords>
    </news:news>
  </url>
  <url>
    <loc>https://thecontinuumbrief.com/articles/amazon-opensearch-serverless-now-supports-agentic-search</loc>
    <news:news>
      <news:publication>
        <news:name>The Continuum Brief</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-06-08T06:58:00+00:00</news:publication_date>
      <news:title>Amazon OpenSearch Serverless now supports Agentic Search</news:title>
      <news:keywords>Infrastructure Software, marketing:marchitecture/analytics,general:products/amazon-opensearch-service,marketing:marchitecture/databases</news:keywords>
    </news:news>
  </url>
  <url>
    <loc>https://thecontinuumbrief.com/articles/best-morganite-engagement-rings-for-modern-couples</loc>
    <news:news>
      <news:publication>
        <news:name>The Continuum Brief</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-06-08T06:57:15+00:00</news:publication_date>
      <news:title>Best Morganite Engagement Rings for Modern Couples</news:title>
      <news:keywords>Robotics, Business, Design, alternative gemstone rings, bridal jewelry, engagement ring trends, gemstone engagement rings, gift ideas, jewelry design</news:keywords>
    </news:news>
  </url>
  <url>
    <loc>https://thecontinuumbrief.com/articles/how-much-of-thermo-fishers-antibody-data-has-been-manipulated</loc>
    <news:news>
      <news:publication>
        <news:name>The Continuum Brief</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-06-08T06:56:06+00:00</news:publication_date>
      <news:title>How much of Thermo Fisher&apos;s antibody data has been manipulated?</news:title>
      <news:keywords>Infrastructure Software</news:keywords>
    </news:news>
  </url>
  <url>
    <loc>https://thecontinuumbrief.com/articles/creator-fund-closes-56m-to-back-europes-scientific-founders</loc>
    <news:news>
      <news:publication>
        <news:name>The Continuum Brief</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-06-08T06:54:04+00:00</news:publication_date>
      <news:title>Creator Fund closes $56M to back Europe&apos;s scientific founders</news:title>
      <news:keywords>Capital Markets, VC Fund</news:keywords>
    </news:news>
  </url>
  <url>
    <loc>https://thecontinuumbrief.com/articles/tech-sell-off-can-be-a-buying-opportunity-says-nvidia-ceo-jensen-huang</loc>
    <news:news>
      <news:publication>
        <news:name>The Continuum Brief</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-06-08T06:51:43+00:00</news:publication_date>
      <news:title>Tech sell-off can be a buying opportunity, says Nvidia CEO Jensen Huang</news:title>
      <news:keywords>Capital Markets, NVDA, NVDA:CA, QQQ, SMH, XLK, VGT, IGPT, SOXX</news:keywords>
    </news:news>
  </url>
  <url>
    <loc>https://thecontinuumbrief.com/articles/consultant-mistakenly-deleted-a-ton-of-data-but-reported-it-as-a-bug</loc>
    <news:news>
      <news:publication>
        <news:name>The Continuum Brief</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-06-08T06:30:00+00:00</news:publication_date>
      <news:title>Consultant mistakenly deleted a ton of data – but reported it as a bug</news:title>
      <news:keywords>Infrastructure Software, software</news:keywords>
    </news:news>
  </url>
  <url>
    <loc>https://thecontinuumbrief.com/articles/rumble-secures-85-support-for-northern-data-acquisition</loc>
    <news:news>
      <news:publication>
        <news:name>The Continuum Brief</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-06-08T06:26:26+00:00</news:publication_date>
      <news:title>Rumble secures ~85% support for Northern Data acquisition</news:title>
      <news:keywords>Capital Markets, NDTAF, RUM</news:keywords>
    </news:news>
  </url>
  <url>
    <loc>https://thecontinuumbrief.com/articles/uk-ai-start-up-physicsx-hits-24b-valuation-following-300m-temasek-led-deal</loc>
    <news:news>
      <news:publication>
        <news:name>The Continuum Brief</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-06-08T06:01:36+00:00</news:publication_date>
      <news:title>UK AI start-up PhysicsX hits $2.4B valuation following $300M Temasek-led deal</news:title>
      <news:keywords>Capital Markets, NVDA, AMZN, AMAT, AMZN:CA, NVDA:CA, AMAT:CA</news:keywords>
    </news:news>
  </url>
  <url>
    <loc>https://thecontinuumbrief.com/articles/how-the-uk-is-turning-sovereign-ai-ambition-into-action-with-nvidia-technologies</loc>
    <news:news>
      <news:publication>
        <news:name>The Continuum Brief</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-06-08T06:00:57+00:00</news:publication_date>
      <news:title>How the UK Is Turning Sovereign AI Ambition Into Action With NVIDIA Technologies</news:title>
      <news:keywords>AI, AI, Agentic AI, Artificial Intelligence, Cloud Services, CUDA, Customer Stories, Deep Learning Institute, Developer Program</news:keywords>
    </news:news>
  </url>
  <url>
    <loc>https://thecontinuumbrief.com/articles/over-20000-instagram-accounts-stolen-in-meta-ai-support-hack</loc>
    <news:news>
      <news:publication>
        <news:name>The Continuum Brief</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-06-08T06:00:27+00:00</news:publication_date>
      <news:title>Over 20,000 Instagram accounts stolen in Meta AI support hack</news:title>
      <news:keywords>Infrastructure Software, Security</news:keywords>
    </news:news>
  </url>
  <url>
    <loc>https://thecontinuumbrief.com/articles/cosine-secures-industry-backing-for-britains-first-sovereign-frontier-model</loc>
    <news:news>
      <news:publication>
        <news:name>The Continuum Brief</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-06-08T06:00:00+00:00</news:publication_date>
      <news:title>Cosine secures industry backing for Britain’s first sovereign frontier model</news:title>
      <news:keywords>Capital Markets, Artificial Intelligence</news:keywords>
    </news:news>
  </url>
  <url>
    <loc>https://thecontinuumbrief.com/articles/kraken-robotics-priced-for-execution-in-a-business-built-to-execute</loc>
    <news:news>
      <news:publication>
        <news:name>The Continuum Brief</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-06-08T05:45:10+00:00</news:publication_date>
      <news:title>Kraken Robotics: Priced For Execution In A Business Built To Execute</news:title>
      <news:keywords>Capital Markets, KRKNF, PNG:CA, Andrea De Vico</news:keywords>
    </news:news>
  </url>
  <url>
    <loc>https://thecontinuumbrief.com/articles/south-koreas-naver-will-build-ai-factories-using-nvidias-dsx-platform</loc>
    <news:news>
      <news:publication>
        <news:name>The Continuum Brief</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-06-08T05:06:01+00:00</news:publication_date>
      <news:title>South Korea&apos;s Naver will build AI factories using Nvidia&apos;s DSX platform</news:title>
      <news:keywords>Capital Markets, NVDA, NHNCF, NVDA:CA</news:keywords>
    </news:news>
  </url>
  <url>
    <loc>https://thecontinuumbrief.com/articles/want-to-announce-your-funding-round-avoid-tuesdays-at-all-cost</loc>
    <news:news>
      <news:publication>
        <news:name>The Continuum Brief</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-06-08T05:00:48+00:00</news:publication_date>
      <news:title>Want to announce your funding round? Avoid Tuesdays at all cost</news:title>
      <news:keywords>Capital Markets</news:keywords>
    </news:news>
  </url>
  <url>
    <loc>https://thecontinuumbrief.com/articles/europe-cannot-remain-the-last-herbivore-in-a-carnivorous-world</loc>
    <news:news>
      <news:publication>
        <news:name>The Continuum Brief</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-06-08T05:00:14+00:00</news:publication_date>
      <news:title>Europe cannot remain the last herbivore in a carnivorous world</news:title>
      <news:keywords>Capital Markets</news:keywords>
    </news:news>
  </url>
  <url>
    <loc>https://thecontinuumbrief.com/articles/all-female-gp-firm-thena-capital-raises-45m-for-debut-healthcare-fund</loc>
    <news:news>
      <news:publication>
        <news:name>The Continuum Brief</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-06-08T05:00:08+00:00</news:publication_date>
      <news:title>All female-GP firm Thena Capital raises £45m for debut healthcare fund</news:title>
      <news:keywords>Capital Markets</news:keywords>
    </news:news>
  </url>
  <url>
    <loc>https://thecontinuumbrief.com/articles/uk-ai-start-up-physicsx-hits-24bn-valuation-following-temasek-led-deal</loc>
    <news:news>
      <news:publication>
        <news:name>The Continuum Brief</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-06-08T05:00:02+00:00</news:publication_date>
      <news:title>UK AI start-up PhysicsX hits $2.4bn valuation following Temasek-led deal</news:title>
      <news:keywords>Capital Markets</news:keywords>
    </news:news>
  </url>
  <url>
    <loc>https://thecontinuumbrief.com/articles/macrons-nuclear-pact-expands-across-scandinavia-as-global-forces-surges</loc>
    <news:news>
      <news:publication>
        <news:name>The Continuum Brief</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-06-08T05:00:00+00:00</news:publication_date>
      <news:title>Macron’s nuclear pact expands across Scandinavia as global forces surges</news:title>
      <news:keywords>Defence Tech, Global, China, Europe, Finland, france, NATO, Norway, nuclear</news:keywords>
    </news:news>
  </url>
  <url>
    <loc>https://thecontinuumbrief.com/articles/nvidia-is-working-with-lg-on-humanoid-robots-next-generation-data-centers</loc>
    <news:news>
      <news:publication>
        <news:name>The Continuum Brief</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-06-08T04:56:33+00:00</news:publication_date>
      <news:title>Nvidia is working with LG on humanoid robots, next-generation data centers</news:title>
      <news:keywords>Capital Markets, NVDA, NVDA:CA, LGEIY, NHNCF, HXSCL</news:keywords>
    </news:news>
  </url>
  <url>
    <loc>https://thecontinuumbrief.com/articles/morning-bid-blistering-ai-rally-turns-ugly-reuters</loc>
    <news:news>
      <news:publication>
        <news:name>The Continuum Brief</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-06-08T04:32:00+00:00</news:publication_date>
      <news:title>Morning Bid: Blistering AI rally turns ugly - Reuters</news:title>
      <news:keywords>Capital Markets</news:keywords>
    </news:news>
  </url>
  <url>
    <loc>https://thecontinuumbrief.com/articles/dollar-hits-two-month-peak-as-fed-hike-bets-ramp-up-reuters</loc>
    <news:news>
      <news:publication>
        <news:name>The Continuum Brief</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-06-08T04:10:25+00:00</news:publication_date>
      <news:title>Dollar hits two-month peak as Fed hike bets ramp up - Reuters</news:title>
      <news:keywords>Capital Markets</news:keywords>
    </news:news>
  </url>
  <url>
    <loc>https://thecontinuumbrief.com/articles/bitcoin-steadies-after-60000-breach-as-saylor-hints-at-buying-bloombergcom</loc>
    <news:news>
      <news:publication>
        <news:name>The Continuum Brief</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-06-08T04:07:00+00:00</news:publication_date>
      <news:title>Bitcoin Steadies After $60,000 Breach as Saylor Hints at Buying - Bloomberg.com</news:title>
      <news:keywords>Capital Markets</news:keywords>
    </news:news>
  </url>
  <url>
    <loc>https://thecontinuumbrief.com/articles/we-must-not-grant-ai-agents-legal-personhood</loc>
    <news:news>
      <news:publication>
        <news:name>The Continuum Brief</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-06-08T04:00:25+00:00</news:publication_date>
      <news:title>We must not grant AI agents legal personhood</news:title>
      <news:keywords>Capital Markets</news:keywords>
    </news:news>
  </url>
  <url>
    <loc>https://thecontinuumbrief.com/articles/oecd-chief-urges-governments-not-to-go-it-alone-on-digital-taxation</loc>
    <news:news>
      <news:publication>
        <news:name>The Continuum Brief</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-06-08T04:00:14+00:00</news:publication_date>
      <news:title>OECD chief urges governments not to go it alone on digital taxation</news:title>
      <news:keywords>Capital Markets</news:keywords>
    </news:news>
  </url>
  <url>
    <loc>https://thecontinuumbrief.com/articles/new-ai-espionage-powers-trigger-putin-camera-scare</loc>
    <news:news>
      <news:publication>
        <news:name>The Continuum Brief</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-06-08T04:00:14+00:00</news:publication_date>
      <news:title>New AI espionage powers trigger Putin camera scare</news:title>
      <news:keywords>Capital Markets</news:keywords>
    </news:news>
  </url>
  <url>
    <loc>https://thecontinuumbrief.com/articles/software-buyout-deals-collapse-to-lowest-level-since-pandemic-after-ai-rout</loc>
    <news:news>
      <news:publication>
        <news:name>The Continuum Brief</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-06-08T04:00:05+00:00</news:publication_date>
      <news:title>Software buyout deals collapse to lowest level since pandemic after AI rout</news:title>
      <news:keywords>Capital Markets</news:keywords>
    </news:news>
  </url>
  <url>
    <loc>https://thecontinuumbrief.com/articles/skip-a-layer-or-loop-it-learning-program-of-layers-in-llms</loc>
    <news:news>
      <news:publication>
        <news:name>The Continuum Brief</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-06-08T04:00:00+00:00</news:publication_date>
      <news:title>Skip a Layer or Loop It? Learning Program-of-Layers in LLMs</news:title>
      <news:keywords>AI, cs.LG</news:keywords>
    </news:news>
  </url>
  <url>
    <loc>https://thecontinuumbrief.com/articles/german-vc-coalition-calls-for-institutional-capital-shift-to-power-next-gen-star</loc>
    <news:news>
      <news:publication>
        <news:name>The Continuum Brief</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-06-08T04:00:00+00:00</news:publication_date>
      <news:title>German VC coalition calls for institutional capital shift to power next-gen startups</news:title>
      <news:keywords>Capital Markets, VC Fund</news:keywords>
    </news:news>
  </url>
  <url>
    <loc>https://thecontinuumbrief.com/articles/elmes-automated-construction-of-fine-grained-evaluation-rubrics-for-large-langua</loc>
    <news:news>
      <news:publication>
        <news:name>The Continuum Brief</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-06-08T04:00:00+00:00</news:publication_date>
      <news:title>Elmes*: Automated Construction of Fine-Grained Evaluation Rubrics for Large Language Models in Long-Tail Educational Scenarios</news:title>
      <news:keywords>AI, cs.LG</news:keywords>
    </news:news>
  </url>
  <url>
    <loc>https://thecontinuumbrief.com/articles/fair-calib-frontier-aware-instability-reweighted-calibration-for-post-training-q</loc>
    <news:news>
      <news:publication>
        <news:name>The Continuum Brief</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-06-08T04:00:00+00:00</news:publication_date>
      <news:title>FAIR-Calib: Frontier-Aware Instability-Reweighted Calibration for Post-Training Quantization of Diffusion Large Language Models</news:title>
      <news:keywords>AI, cs.LG, cs.AI</news:keywords>
    </news:news>
  </url>
  <url>
    <loc>https://thecontinuumbrief.com/articles/multi-scale-feature-attention-network-for-polymer-classification-using-thz-dual-</loc>
    <news:news>
      <news:publication>
        <news:name>The Continuum Brief</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-06-08T04:00:00+00:00</news:publication_date>
      <news:title>Multi-Scale Feature Attention Network for Polymer Classification using THz Dual-Comb Spectroscopy</news:title>
      <news:keywords>AI, cs.LG, cs.AI</news:keywords>
    </news:news>
  </url>
  <url>
    <loc>https://thecontinuumbrief.com/articles/wav-multi-resolution-block-residual-routing-for-deep-decoder-only-transformers</loc>
    <news:news>
      <news:publication>
        <news:name>The Continuum Brief</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-06-08T04:00:00+00:00</news:publication_date>
      <news:title>WAV: Multi-Resolution Block Residual Routing for Deep Decoder-Only Transformers</news:title>
      <news:keywords>AI, cs.LG, cs.AI</news:keywords>
    </news:news>
  </url>
  <url>
    <loc>https://thecontinuumbrief.com/articles/macarena-benchmarking-computer-use-agents-on-an-online-macos-environment</loc>
    <news:news>
      <news:publication>
        <news:name>The Continuum Brief</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-06-08T04:00:00+00:00</news:publication_date>
      <news:title>MacArena: Benchmarking Computer Use Agents on an Online macOS Environment</news:title>
      <news:keywords>AI, cs.LG, cs.AI, cs.HC</news:keywords>
    </news:news>
  </url>
  <url>
    <loc>https://thecontinuumbrief.com/articles/generative-models-erode-human-temporal-learning-through-market-selection</loc>
    <news:news>
      <news:publication>
        <news:name>The Continuum Brief</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-06-08T04:00:00+00:00</news:publication_date>
      <news:title>Generative Models Erode Human Temporal Learning Through Market Selection</news:title>
      <news:keywords>AI, cs.LG, cs.AI, cs.CY, econ.GN, q-fin.EC</news:keywords>
    </news:news>
  </url>
  <url>
    <loc>https://thecontinuumbrief.com/articles/the-identity-trap-in-eeg-foundation-models-a-diagnostic-audit</loc>
    <news:news>
      <news:publication>
        <news:name>The Continuum Brief</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-06-08T04:00:00+00:00</news:publication_date>
      <news:title>The Identity Trap in EEG Foundation Models: A Diagnostic Audit</news:title>
      <news:keywords>AI, cs.LG, q-bio.NC</news:keywords>
    </news:news>
  </url>
  <url>
    <loc>https://thecontinuumbrief.com/articles/capturing-non-markovian-dynamics-in-non-equilibrium-stochastic-systems-using-flo</loc>
    <news:news>
      <news:publication>
        <news:name>The Continuum Brief</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-06-08T04:00:00+00:00</news:publication_date>
      <news:title>Capturing non-Markovian dynamics in non-equilibrium stochastic systems using flow matching</news:title>
      <news:keywords>AI, cs.LG, cond-mat.stat-mech, physics.comp-ph</news:keywords>
    </news:news>
  </url>
  <url>
    <loc>https://thecontinuumbrief.com/articles/are-you-sure-a-comprehensive-and-comprehensible-survey-of-uncertainty-quantifica</loc>
    <news:news>
      <news:publication>
        <news:name>The Continuum Brief</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-06-08T04:00:00+00:00</news:publication_date>
      <news:title>Are you sure? A Comprehensive and Comprehensible Survey of Uncertainty Quantification in Symbolic Regression</news:title>
      <news:keywords>AI, cs.LG</news:keywords>
    </news:news>
  </url>
  <url>
    <loc>https://thecontinuumbrief.com/articles/principles-and-practice-of-deep-representation-learning-or-a-mathematical-theory</loc>
    <news:news>
      <news:publication>
        <news:name>The Continuum Brief</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-06-08T04:00:00+00:00</news:publication_date>
      <news:title>Principles and Practice of Deep Representation Learning: or a Mathematical Theory of Memory</news:title>
      <news:keywords>AI, cs.LG</news:keywords>
    </news:news>
  </url>
  <url>
    <loc>https://thecontinuumbrief.com/articles/uncertainty-aware-llm-guided-policy-shaping-for-sparse-reward-reinforcement-lear</loc>
    <news:news>
      <news:publication>
        <news:name>The Continuum Brief</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-06-08T04:00:00+00:00</news:publication_date>
      <news:title>Uncertainty-Aware LLM-Guided Policy Shaping for Sparse-Reward Reinforcement Learning</news:title>
      <news:keywords>AI, cs.LG</news:keywords>
    </news:news>
  </url>
  <url>
    <loc>https://thecontinuumbrief.com/articles/the-geography-of-algorithmic-judgment-llm-intermediaries-place-identity-and-raci</loc>
    <news:news>
      <news:publication>
        <news:name>The Continuum Brief</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-06-08T04:00:00+00:00</news:publication_date>
      <news:title>The Geography of Algorithmic Judgment: LLM Intermediaries, Place Identity, and Racial Steering in Housing Search</news:title>
      <news:keywords>AI, cs.LG, cs.AI, cs.CY</news:keywords>
    </news:news>
  </url>
  <url>
    <loc>https://thecontinuumbrief.com/articles/gaussian-process-latent-factor-regression-for-low-data-high-dimensional-output-p</loc>
    <news:news>
      <news:publication>
        <news:name>The Continuum Brief</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-06-08T04:00:00+00:00</news:publication_date>
      <news:title>Gaussian Process Latent Factor Regression for Low-Data, High-Dimensional Output Problems</news:title>
      <news:keywords>AI, cs.LG, astro-ph.EP, astro-ph.IM, stat.ML</news:keywords>
    </news:news>
  </url>
  <url>
    <loc>https://thecontinuumbrief.com/articles/explainable-runtime-dependency-tracking-for-ai-ran-conflict-monitoring</loc>
    <news:news>
      <news:publication>
        <news:name>The Continuum Brief</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-06-08T04:00:00+00:00</news:publication_date>
      <news:title>Explainable Runtime Dependency Tracking for AI-RAN Conflict Monitoring</news:title>
      <news:keywords>AI, cs.LG</news:keywords>
    </news:news>
  </url>
  <url>
    <loc>https://thecontinuumbrief.com/articles/towards-serverless-semi-decentralized-federated-learning-with-heterogeneous-opti</loc>
    <news:news>
      <news:publication>
        <news:name>The Continuum Brief</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-06-08T04:00:00+00:00</news:publication_date>
      <news:title>Towards Serverless Semi-Decentralized Federated Learning with Heterogeneous Optimizers</news:title>
      <news:keywords>AI, cs.LG, cs.DC, cs.NI, cs.SY, eess.SY</news:keywords>
    </news:news>
  </url>
  <url>
    <loc>https://thecontinuumbrief.com/articles/shallowbench-benchmarking-generative-drug-design-models-on-shallow-pocket-target</loc>
    <news:news>
      <news:publication>
        <news:name>The Continuum Brief</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-06-08T04:00:00+00:00</news:publication_date>
      <news:title>ShallowBench: Benchmarking Generative Drug Design Models on Shallow-Pocket Targets</news:title>
      <news:keywords>AI, cs.LG, cs.AI, q-bio.BM, q-bio.QM</news:keywords>
    </news:news>
  </url>
  <url>
    <loc>https://thecontinuumbrief.com/articles/spatiotemporal-imputation-with-graph-informed-flow-matching</loc>
    <news:news>
      <news:publication>
        <news:name>The Continuum Brief</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-06-08T04:00:00+00:00</news:publication_date>
      <news:title>Spatiotemporal Imputation with Graph-Informed Flow Matching</news:title>
      <news:keywords>AI, cs.LG</news:keywords>
    </news:news>
  </url>
  <url>
    <loc>https://thecontinuumbrief.com/articles/recap-regression-evaluation-for-continual-adaptation-of-prompts</loc>
    <news:news>
      <news:publication>
        <news:name>The Continuum Brief</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-06-08T04:00:00+00:00</news:publication_date>
      <news:title>RECAP: Regression Evaluation for Continual Adaptation of Prompts</news:title>
      <news:keywords>AI, cs.LG, cs.CL</news:keywords>
    </news:news>
  </url>
  <url>
    <loc>https://thecontinuumbrief.com/articles/learn-to-match-two-sided-matching-with-temporally-extended-feedback</loc>
    <news:news>
      <news:publication>
        <news:name>The Continuum Brief</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-06-08T04:00:00+00:00</news:publication_date>
      <news:title>Learn to Match: Two-Sided Matching with Temporally Extended Feedback</news:title>
      <news:keywords>AI, cs.LG, cs.GT, cs.MA, econ.TH</news:keywords>
    </news:news>
  </url>
  <url>
    <loc>https://thecontinuumbrief.com/articles/federated-foundation-models-over-vehicular-networks</loc>
    <news:news>
      <news:publication>
        <news:name>The Continuum Brief</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-06-08T04:00:00+00:00</news:publication_date>
      <news:title>Federated Foundation Models over Vehicular Networks</news:title>
      <news:keywords>AI, cs.LG, cs.NI</news:keywords>
    </news:news>
  </url>
  <url>
    <loc>https://thecontinuumbrief.com/articles/msaic-net-a-multi-scale-attention-and-imbalance-aware-contrastive-network-for-ec</loc>
    <news:news>
      <news:publication>
        <news:name>The Continuum Brief</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-06-08T04:00:00+00:00</news:publication_date>
      <news:title>MSAIC-Net: A Multi-Scale Attention and Imbalance-Aware Contrastive Network for ECG-Based Myocardial Substrate Abnormality Detection</news:title>
      <news:keywords>AI, cs.LG, cs.AI, cs.SY, eess.SY</news:keywords>
    </news:news>
  </url>
  <url>
    <loc>https://thecontinuumbrief.com/articles/flatland-the-adventures-of-gradient-descent-with-large-step-sizes</loc>
    <news:news>
      <news:publication>
        <news:name>The Continuum Brief</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-06-08T04:00:00+00:00</news:publication_date>
      <news:title>Flatland: The Adventures of Gradient Descent with Large Step Sizes</news:title>
      <news:keywords>AI, cs.LG</news:keywords>
    </news:news>
  </url>
  <url>
    <loc>https://thecontinuumbrief.com/articles/synthics-synthetic-physics-like-datasets-for-machine-learning</loc>
    <news:news>
      <news:publication>
        <news:name>The Continuum Brief</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-06-08T04:00:00+00:00</news:publication_date>
      <news:title>Synthics: Synthetic Physics-like Datasets for Machine Learning</news:title>
      <news:keywords>AI, cs.LG</news:keywords>
    </news:news>
  </url>
  <url>
    <loc>https://thecontinuumbrief.com/articles/torchkm-a-gpu-oriented-library-for-kernel-learning-and-model-selection</loc>
    <news:news>
      <news:publication>
        <news:name>The Continuum Brief</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-06-08T04:00:00+00:00</news:publication_date>
      <news:title>TorchKM: A GPU-Oriented Library for Kernel Learning and Model Selection</news:title>
      <news:keywords>AI, cs.LG, stat.ML</news:keywords>
    </news:news>
  </url>
  <url>
    <loc>https://thecontinuumbrief.com/articles/performance-variation-in-deep-reinforcement-learning</loc>
    <news:news>
      <news:publication>
        <news:name>The Continuum Brief</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-06-08T04:00:00+00:00</news:publication_date>
      <news:title>Performance Variation in Deep Reinforcement Learning</news:title>
      <news:keywords>AI, cs.LG</news:keywords>
    </news:news>
  </url>
  <url>
    <loc>https://thecontinuumbrief.com/articles/interpreting-learning-under-competing-models-joint-and-stepwise-approaches-for-d</loc>
    <news:news>
      <news:publication>
        <news:name>The Continuum Brief</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-06-08T04:00:00+00:00</news:publication_date>
      <news:title>Interpreting Learning Under Competing Models: Joint and Stepwise Approaches for Dynamic Cognitive Diagnosis</news:title>
      <news:keywords>AI, cs.LG, stat.AP</news:keywords>
    </news:news>
  </url>
  <url>
    <loc>https://thecontinuumbrief.com/articles/architecture-shapes-transfer-specificity-in-implicit-neural-representations</loc>
    <news:news>
      <news:publication>
        <news:name>The Continuum Brief</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-06-08T04:00:00+00:00</news:publication_date>
      <news:title>Architecture Shapes Transfer Specificity in Implicit Neural Representations</news:title>
      <news:keywords>AI, cs.LG</news:keywords>
    </news:news>
  </url>
  <url>
    <loc>https://thecontinuumbrief.com/articles/hearing-the-unspoken-language-model-priors-for-acoustic-adversarial-attacks</loc>
    <news:news>
      <news:publication>
        <news:name>The Continuum Brief</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-06-08T04:00:00+00:00</news:publication_date>
      <news:title>Hearing the Unspoken: Language Model Priors for Acoustic Adversarial Attacks</news:title>
      <news:keywords>AI, cs.LG, cs.AI, cs.CR</news:keywords>
    </news:news>
  </url>
  <url>
    <loc>https://thecontinuumbrief.com/articles/a-rolling-window-framework-for-churn-prediction-and-behavioral-driver-identifica</loc>
    <news:news>
      <news:publication>
        <news:name>The Continuum Brief</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-06-08T04:00:00+00:00</news:publication_date>
      <news:title>A Rolling-Window Framework for Churn Prediction and Behavioral Driver Identification</news:title>
      <news:keywords>AI, cs.LG</news:keywords>
    </news:news>
  </url>
  <url>
    <loc>https://thecontinuumbrief.com/articles/scale-scalable-cross-attention-learning-with-extrapolation-for-agentic-workflow-</loc>
    <news:news>
      <news:publication>
        <news:name>The Continuum Brief</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-06-08T04:00:00+00:00</news:publication_date>
      <news:title>SCALE: Scalable Cross-Attention Learning with Extrapolation for Agentic Workflow Scheduling</news:title>
      <news:keywords>AI, cs.LG, cs.AI</news:keywords>
    </news:news>
  </url>
  <url>
    <loc>https://thecontinuumbrief.com/articles/the-geometry-of-last-layer-model-stealing</loc>
    <news:news>
      <news:publication>
        <news:name>The Continuum Brief</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-06-08T04:00:00+00:00</news:publication_date>
      <news:title>The Geometry of Last-Layer Model Stealing</news:title>
      <news:keywords>AI, cs.LG</news:keywords>
    </news:news>
  </url>
  <url>
    <loc>https://thecontinuumbrief.com/articles/data-constrained-language-model-pretraining-improved-regularization-and-scaling-</loc>
    <news:news>
      <news:publication>
        <news:name>The Continuum Brief</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-06-08T04:00:00+00:00</news:publication_date>
      <news:title>Data-Constrained Language Model Pretraining: Improved Regularization and Scaling Laws</news:title>
      <news:keywords>AI, cs.LG</news:keywords>
    </news:news>
  </url>
  <url>
    <loc>https://thecontinuumbrief.com/articles/pandaai-a-practical-agent-cq2-for-neuro-symbolic-data-analysis-and-integrated-de</loc>
    <news:news>
      <news:publication>
        <news:name>The Continuum Brief</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-06-08T04:00:00+00:00</news:publication_date>
      <news:title>PandaAI: A Practical Agent CQ2 for Neuro-symbolic Data Analysis And Integrated Decision-Making in Quantitative Finance</news:title>
      <news:keywords>AI, cs.LG, cs.AI</news:keywords>
    </news:news>
  </url>
  <url>
    <loc>https://thecontinuumbrief.com/articles/modeling-nonlinear-feature-interactions-with-product-unit-residual-networks</loc>
    <news:news>
      <news:publication>
        <news:name>The Continuum Brief</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-06-08T04:00:00+00:00</news:publication_date>
      <news:title>Modeling Nonlinear Feature Interactions with Product-Unit Residual Networks</news:title>
      <news:keywords>AI, cs.LG, cs.AI</news:keywords>
    </news:news>
  </url>
  <url>
    <loc>https://thecontinuumbrief.com/articles/product-units-in-gated-recurrent-units-improve-nuclear-mass-prediction</loc>
    <news:news>
      <news:publication>
        <news:name>The Continuum Brief</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-06-08T04:00:00+00:00</news:publication_date>
      <news:title>Product units in gated recurrent units improve nuclear-mass prediction</news:title>
      <news:keywords>AI, cs.LG, nucl-th</news:keywords>
    </news:news>
  </url>
  <url>
    <loc>https://thecontinuumbrief.com/articles/grasp-geometry-aware-residual-alignment-for-scalable-pretraining-data-attributio</loc>
    <news:news>
      <news:publication>
        <news:name>The Continuum Brief</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-06-08T04:00:00+00:00</news:publication_date>
      <news:title>GRASP: Geometry-aware Residual Alignment for Scalable Pretraining Data Attribution</news:title>
      <news:keywords>AI, cs.LG</news:keywords>
    </news:news>
  </url>
  <url>
    <loc>https://thecontinuumbrief.com/articles/evidence-grounded-ensemble-diagnosis-of-80211-packet-captures-a-multi-stage-pipe</loc>
    <news:news>
      <news:publication>
        <news:name>The Continuum Brief</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-06-08T04:00:00+00:00</news:publication_date>
      <news:title>Evidence-Grounded Ensemble Diagnosis of 802.11 Packet Captures: A Multi-Stage Pipeline with Deterministic Reliability Scoring</news:title>
      <news:keywords>AI, cs.LG</news:keywords>
    </news:news>
  </url>
  <url>
    <loc>https://thecontinuumbrief.com/articles/glucofm-bench-benchmarking-time-series-foundation-models-for-blood-glucose-forec</loc>
    <news:news>
      <news:publication>
        <news:name>The Continuum Brief</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-06-08T04:00:00+00:00</news:publication_date>
      <news:title>GlucoFM-Bench: Benchmarking Time-Series Foundation Models for Blood Glucose Forecasting</news:title>
      <news:keywords>AI, cs.LG</news:keywords>
    </news:news>
  </url>
  <url>
    <loc>https://thecontinuumbrief.com/articles/talan-task-aligned-latent-adaptation-networks-for-targeted-post-training-of-larg</loc>
    <news:news>
      <news:publication>
        <news:name>The Continuum Brief</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-06-08T04:00:00+00:00</news:publication_date>
      <news:title>TALAN: Task-Aligned Latent Adaptation Networks for Targeted Post-Training of Large Language Models</news:title>
      <news:keywords>AI, cs.LG</news:keywords>
    </news:news>
  </url>
  <url>
    <loc>https://thecontinuumbrief.com/articles/genpo-generative-policy-optimization-with-jacobian-free-likelihood-ratios</loc>
    <news:news>
      <news:publication>
        <news:name>The Continuum Brief</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-06-08T04:00:00+00:00</news:publication_date>
      <news:title>GenPO++: Generative Policy Optimization with Jacobian-free Likelihood Ratios</news:title>
      <news:keywords>AI, cs.LG</news:keywords>
    </news:news>
  </url>
  <url>
    <loc>https://thecontinuumbrief.com/articles/the-fine-tuning-trap-evaluating-negative-transfer-and-the-role-of-peft-in-sub-1b</loc>
    <news:news>
      <news:publication>
        <news:name>The Continuum Brief</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-06-08T04:00:00+00:00</news:publication_date>
      <news:title>The Fine-Tuning Trap: Evaluating Negative Transfer and the Role of PEFT in Sub-1B Mathematical Reasoning</news:title>
      <news:keywords>AI, cs.LG, cs.AI</news:keywords>
    </news:news>
  </url>
  <url>
    <loc>https://thecontinuumbrief.com/articles/accelerating-multi-objective-bayesian-optimisation-via-predictive-gradient-catal</loc>
    <news:news>
      <news:publication>
        <news:name>The Continuum Brief</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-06-08T04:00:00+00:00</news:publication_date>
      <news:title>Accelerating Multi-Objective Bayesian Optimisation via Predictive-Gradient Catalysts</news:title>
      <news:keywords>AI, cs.LG</news:keywords>
    </news:news>
  </url>
  <url>
    <loc>https://thecontinuumbrief.com/articles/cf-jepa-mask-free-forward-prediction-with-asymmetric-encoder-utilization-for-tim</loc>
    <news:news>
      <news:publication>
        <news:name>The Continuum Brief</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-06-08T04:00:00+00:00</news:publication_date>
      <news:title>CF-JEPA: Mask-free forward prediction with asymmetric encoder utilization for time-series representation learning</news:title>
      <news:keywords>AI, cs.LG</news:keywords>
    </news:news>
  </url>
  <url>
    <loc>https://thecontinuumbrief.com/articles/constructing-vae-latent-spaces-with-prescribed-topology</loc>
    <news:news>
      <news:publication>
        <news:name>The Continuum Brief</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-06-08T04:00:00+00:00</news:publication_date>
      <news:title>Constructing VAE Latent Spaces with Prescribed Topology</news:title>
      <news:keywords>AI, cs.LG, cs.CV, math.AT, stat.ML</news:keywords>
    </news:news>
  </url>
  <url>
    <loc>https://thecontinuumbrief.com/articles/from-sampled-outcomes-to-capability-distributions-rethinking-supervision-for-llm</loc>
    <news:news>
      <news:publication>
        <news:name>The Continuum Brief</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-06-08T04:00:00+00:00</news:publication_date>
      <news:title>From Sampled Outcomes to Capability Distributions: Rethinking Supervision for LLM Routing</news:title>
      <news:keywords>AI, cs.LG</news:keywords>
    </news:news>
  </url>
  <url>
    <loc>https://thecontinuumbrief.com/articles/uniform-stability-and-generalization-error-of-gd-and-sgd-on-fixed-point-paramete</loc>
    <news:news>
      <news:publication>
        <news:name>The Continuum Brief</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-06-08T04:00:00+00:00</news:publication_date>
      <news:title>Uniform Stability and Generalization Error of GD and SGD on Fixed-Point Parameters</news:title>
      <news:keywords>AI, cs.LG</news:keywords>
    </news:news>
  </url>
  <url>
    <loc>https://thecontinuumbrief.com/articles/heterogeneous-effects-of-green-finance-on-urban-decarbonization-evidence-from-28</loc>
    <news:news>
      <news:publication>
        <news:name>The Continuum Brief</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-06-08T04:00:00+00:00</news:publication_date>
      <news:title>Heterogeneous Effects of Green Finance on Urban Decarbonization: Evidence from 285 Cities in China</news:title>
      <news:keywords>AI, cs.LG</news:keywords>
    </news:news>
  </url>
  <url>
    <loc>https://thecontinuumbrief.com/articles/accelerating-reproducible-research-in-synthetic-ehr-generation</loc>
    <news:news>
      <news:publication>
        <news:name>The Continuum Brief</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-06-08T04:00:00+00:00</news:publication_date>
      <news:title>Accelerating Reproducible Research in Synthetic EHR Generation</news:title>
      <news:keywords>AI, cs.LG</news:keywords>
    </news:news>
  </url>
  <url>
    <loc>https://thecontinuumbrief.com/articles/rasft-rollout-adaptive-supervised-fine-tuning-for-reasoning</loc>
    <news:news>
      <news:publication>
        <news:name>The Continuum Brief</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-06-08T04:00:00+00:00</news:publication_date>
      <news:title>RASFT: Rollout-Adaptive Supervised Fine-Tuning for Reasoning</news:title>
      <news:keywords>AI, cs.LG, cs.CL</news:keywords>
    </news:news>
  </url>
  <url>
    <loc>https://thecontinuumbrief.com/articles/a-geometric-view-for-understanding-concept-learning-and-neuron-interpretation-in</loc>
    <news:news>
      <news:publication>
        <news:name>The Continuum Brief</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-06-08T04:00:00+00:00</news:publication_date>
      <news:title>A Geometric View for Understanding Concept Learning and Neuron Interpretation in Sparse Autoencoders</news:title>
      <news:keywords>AI, cs.LG, cs.AI</news:keywords>
    </news:news>
  </url>
  <url>
    <loc>https://thecontinuumbrief.com/articles/hierarchical-forecast-reconciliation-for-urban-rail-transit-demand-prediction-un</loc>
    <news:news>
      <news:publication>
        <news:name>The Continuum Brief</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-06-08T04:00:00+00:00</news:publication_date>
      <news:title>Hierarchical Forecast Reconciliation for Urban Rail Transit Demand Prediction under Operational Disruptions</news:title>
      <news:keywords>AI, cs.LG</news:keywords>
    </news:news>
  </url>
  <url>
    <loc>https://thecontinuumbrief.com/articles/slimsearcher-training-efficiency-aware-web-agents-via-adaptive-reward-gating</loc>
    <news:news>
      <news:publication>
        <news:name>The Continuum Brief</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-06-08T04:00:00+00:00</news:publication_date>
      <news:title>SlimSearcher: Training Efficiency-Aware Web Agents via Adaptive Reward Gating</news:title>
      <news:keywords>AI, cs.LG, cs.AI</news:keywords>
    </news:news>
  </url>
  <url>
    <loc>https://thecontinuumbrief.com/articles/bias-in-filter-feature-selection-evaluation-a-meta-analysis-of-datasets-baseline</loc>
    <news:news>
      <news:publication>
        <news:name>The Continuum Brief</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-06-08T04:00:00+00:00</news:publication_date>
      <news:title>Bias in Filter Feature Selection Evaluation: A Meta-Analysis of Datasets, Baselines, and Experimental Design Choices</news:title>
      <news:keywords>AI, cs.LG</news:keywords>
    </news:news>
  </url>
  <url>
    <loc>https://thecontinuumbrief.com/articles/residual-controlled-multiplier-learning-for-stochastic-constrained-decision-maki</loc>
    <news:news>
      <news:publication>
        <news:name>The Continuum Brief</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-06-08T04:00:00+00:00</news:publication_date>
      <news:title>Residual-Controlled Multiplier Learning for Stochastic Constrained Decision-Making</news:title>
      <news:keywords>AI, cs.LG, math.OC</news:keywords>
    </news:news>
  </url>
  <url>
    <loc>https://thecontinuumbrief.com/articles/beyond-linear-and-overcomplete-regimes-a-mean-field-analysis-of-bottleneck-autoe</loc>
    <news:news>
      <news:publication>
        <news:name>The Continuum Brief</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-06-08T04:00:00+00:00</news:publication_date>
      <news:title>Beyond Linear and Overcomplete Regimes: A Mean-Field Analysis of Bottleneck Autoencoders</news:title>
      <news:keywords>AI, cs.LG</news:keywords>
    </news:news>
  </url>
  <url>
    <loc>https://thecontinuumbrief.com/articles/carve-q-quantum-proposed-classically-certified-interactive-driving-repair</loc>
    <news:news>
      <news:publication>
        <news:name>The Continuum Brief</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-06-08T04:00:00+00:00</news:publication_date>
      <news:title>CARVE-Q: Quantum-Proposed, Classically Certified Interactive Driving Repair</news:title>
      <news:keywords>AI, cs.AI, quant-ph</news:keywords>
    </news:news>
  </url>
  <url>
    <loc>https://thecontinuumbrief.com/articles/on-the-geometry-of-on-policy-distillation</loc>
    <news:news>
      <news:publication>
        <news:name>The Continuum Brief</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-06-08T04:00:00+00:00</news:publication_date>
      <news:title>On the Geometry of On-Policy Distillation</news:title>
      <news:keywords>AI, cs.LG, cs.AI</news:keywords>
    </news:news>
  </url>
  <url>
    <loc>https://thecontinuumbrief.com/articles/offq-taming-structured-outliers-in-llm-quantization-by-offsetting</loc>
    <news:news>
      <news:publication>
        <news:name>The Continuum Brief</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-06-08T04:00:00+00:00</news:publication_date>
      <news:title>OffQ: Taming Structured Outliers in LLM Quantization by Offsetting</news:title>
      <news:keywords>AI, cs.LG, cs.AI, cs.CL</news:keywords>
    </news:news>
  </url>
  <url>
    <loc>https://thecontinuumbrief.com/articles/position-dont-just-fix-it-in-post-a-science-of-ai-must-study-training-dynamics</loc>
    <news:news>
      <news:publication>
        <news:name>The Continuum Brief</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-06-08T04:00:00+00:00</news:publication_date>
      <news:title>Position: Don&apos;t Just &quot;Fix it in Post&quot;: A Science of AI Must Study Training Dynamics</news:title>
      <news:keywords>AI, cs.AI, cs.CL</news:keywords>
    </news:news>
  </url>
  <url>
    <loc>https://thecontinuumbrief.com/articles/aegis-a-backup-reflex-for-physical-ai</loc>
    <news:news>
      <news:publication>
        <news:name>The Continuum Brief</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-06-08T04:00:00+00:00</news:publication_date>
      <news:title>AEGIS: A Backup Reflex for Physical AI</news:title>
      <news:keywords>AI, cs.AI, cs.PF, cs.RO</news:keywords>
    </news:news>
  </url>
  <url>
    <loc>https://thecontinuumbrief.com/articles/the-discovery-of-the-effects-of-women-employment-participation-on-the-fertility-</loc>
    <news:news>
      <news:publication>
        <news:name>The Continuum Brief</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-06-08T04:00:00+00:00</news:publication_date>
      <news:title>The discovery of the effects of women employment participation on the fertility of developing countries: A panel data approach</news:title>
      <news:keywords>AI, cs.LG</news:keywords>
    </news:news>
  </url>
  <url>
    <loc>https://thecontinuumbrief.com/articles/learning-explicit-behavioral-models-with-adaptive-questions-and-world-model-prob</loc>
    <news:news>
      <news:publication>
        <news:name>The Continuum Brief</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-06-08T04:00:00+00:00</news:publication_date>
      <news:title>Learning Explicit Behavioral Models with Adaptive Questions and World-Model Probes</news:title>
      <news:keywords>AI, cs.LG</news:keywords>
    </news:news>
  </url>
  <url>
    <loc>https://thecontinuumbrief.com/articles/accelerated-fourier-sat-afsat-fully-realising-a-gpu-based-symmetric-pseudo-boole</loc>
    <news:news>
      <news:publication>
        <news:name>The Continuum Brief</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-06-08T04:00:00+00:00</news:publication_date>
      <news:title>Accelerated Fourier SAT (AFSAT): Fully Realising a GPU-based Symmetric Pseudo-Boolean SAT Solver</news:title>
      <news:keywords>AI, cs.AI, cs.LO</news:keywords>
    </news:news>
  </url>
  <url>
    <loc>https://thecontinuumbrief.com/articles/evidence-based-intelligent-diagnostic-and-therapeutic-visualization-system-with-</loc>
    <news:news>
      <news:publication>
        <news:name>The Continuum Brief</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-06-08T04:00:00+00:00</news:publication_date>
      <news:title>Evidence-Based Intelligent Diagnostic and Therapeutic Visualization System with Large Language Models: Multi-Turn Interaction and Multimodal Treatment Plan Generation</news:title>
      <news:keywords>AI, cs.AI</news:keywords>
    </news:news>
  </url>
  <url>
    <loc>https://thecontinuumbrief.com/articles/a-study-of-parallel-continuous-local-search</loc>
    <news:news>
      <news:publication>
        <news:name>The Continuum Brief</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-06-08T04:00:00+00:00</news:publication_date>
      <news:title>A Study of Parallel Continuous Local Search</news:title>
      <news:keywords>AI, cs.AI, cs.LO</news:keywords>
    </news:news>
  </url>
  <url>
    <loc>https://thecontinuumbrief.com/articles/workflow-to-skill-skill-creation-via-routing-workflow-semantics-attachments-deco</loc>
    <news:news>
      <news:publication>
        <news:name>The Continuum Brief</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-06-08T04:00:00+00:00</news:publication_date>
      <news:title>Workflow-to-Skill: Skill Creation via Routing-Workflow-Semantics-Attachments Decomposition</news:title>
      <news:keywords>AI, cs.AI</news:keywords>
    </news:news>
  </url>
  <url>
    <loc>https://thecontinuumbrief.com/articles/declarative-skills-for-ai-agents-in-knowledge-grounded-tool-use-workflows</loc>
    <news:news>
      <news:publication>
        <news:name>The Continuum Brief</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-06-08T04:00:00+00:00</news:publication_date>
      <news:title>Declarative Skills for AI Agents in Knowledge-Grounded Tool-Use Workflows</news:title>
      <news:keywords>AI, cs.AI, cs.SE</news:keywords>
    </news:news>
  </url>
  <url>
    <loc>https://thecontinuumbrief.com/articles/a-geometric-account-of-activation-steering-through-angle-norm-decomposition</loc>
    <news:news>
      <news:publication>
        <news:name>The Continuum Brief</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-06-08T04:00:00+00:00</news:publication_date>
      <news:title>A Geometric Account of Activation Steering through Angle-Norm Decomposition</news:title>
      <news:keywords>AI, cs.AI</news:keywords>
    </news:news>
  </url>
  <url>
    <loc>https://thecontinuumbrief.com/articles/admem-advanced-memory-for-task-solving-agents</loc>
    <news:news>
      <news:publication>
        <news:name>The Continuum Brief</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-06-08T04:00:00+00:00</news:publication_date>
      <news:title>AdMem: Advanced Memory for Task-solving Agents</news:title>
      <news:keywords>AI, cs.AI</news:keywords>
    </news:news>
  </url>
  <url>
    <loc>https://thecontinuumbrief.com/articles/quantum-inspired-trace-augmented-evidence-selection-for-reasoning-over-structure</loc>
    <news:news>
      <news:publication>
        <news:name>The Continuum Brief</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-06-08T04:00:00+00:00</news:publication_date>
      <news:title>Quantum-Inspired Trace-Augmented Evidence Selection for Reasoning over Structured Hypothesis Spaces</news:title>
      <news:keywords>AI, cs.AI</news:keywords>
    </news:news>
  </url>
  <url>
    <loc>https://thecontinuumbrief.com/articles/exploring-agentic-tool-calling-decisions-via-uncertainty-aligned-reinforcement-l</loc>
    <news:news>
      <news:publication>
        <news:name>The Continuum Brief</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-06-08T04:00:00+00:00</news:publication_date>
      <news:title>Exploring Agentic Tool-Calling Decisions via Uncertainty-Aligned Reinforcement Learning</news:title>
      <news:keywords>AI, cs.AI</news:keywords>
    </news:news>
  </url>
  <url>
    <loc>https://thecontinuumbrief.com/articles/the-sim-to-real-gap-of-foundation-model-agents-a-unified-mdp-perspective</loc>
    <news:news>
      <news:publication>
        <news:name>The Continuum Brief</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-06-08T04:00:00+00:00</news:publication_date>
      <news:title>The Sim-to-Real Gap of Foundation Model Agents: A Unified MDP Perspective</news:title>
      <news:keywords>AI, cs.AI, cs.CL, cs.ET</news:keywords>
    </news:news>
  </url>
  <url>
    <loc>https://thecontinuumbrief.com/articles/front-to-attractors-modifying-the-front-to-front-heuristic-in-bidirectional-sear</loc>
    <news:news>
      <news:publication>
        <news:name>The Continuum Brief</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-06-08T04:00:00+00:00</news:publication_date>
      <news:title>Front-to-Attractors: Modifying the Front-to-Front Heuristic in Bidirectional Search</news:title>
      <news:keywords>AI, cs.AI</news:keywords>
    </news:news>
  </url>
  <url>
    <loc>https://thecontinuumbrief.com/articles/off-policy-evaluation-with-strategic-agents-via-local-disclosure</loc>
    <news:news>
      <news:publication>
        <news:name>The Continuum Brief</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-06-08T04:00:00+00:00</news:publication_date>
      <news:title>Off-Policy Evaluation with Strategic Agents via Local Disclosure</news:title>
      <news:keywords>AI, cs.AI</news:keywords>
    </news:news>
  </url>
  <url>
    <loc>https://thecontinuumbrief.com/articles/teaching-the-way-not-the-answer-privileged-tutoring-distillation-for-multimodal-</loc>
    <news:news>
      <news:publication>
        <news:name>The Continuum Brief</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-06-08T04:00:00+00:00</news:publication_date>
      <news:title>Teaching the Way, Not the Answer: Privileged Tutoring Distillation for Multimodal Policy Optimization</news:title>
      <news:keywords>AI, cs.AI</news:keywords>
    </news:news>
  </url>
  <url>
    <loc>https://thecontinuumbrief.com/articles/stainflow-entity-stain-tracking-and-evidence-linking-for-process-rewards-in-gui-</loc>
    <news:news>
      <news:publication>
        <news:name>The Continuum Brief</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-06-08T04:00:00+00:00</news:publication_date>
      <news:title>StainFlow: Entity-Stain Tracking and Evidence Linking for Process Rewards in GUI Agents</news:title>
      <news:keywords>AI, cs.AI</news:keywords>
    </news:news>
  </url>
  <url>
    <loc>https://thecontinuumbrief.com/articles/hierarchical-semantic-constrained-heterogeneous-graph-for-audio-visual-event-loc</loc>
    <news:news>
      <news:publication>
        <news:name>The Continuum Brief</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-06-08T04:00:00+00:00</news:publication_date>
      <news:title>Hierarchical Semantic-Constrained Heterogeneous Graph for Audio-Visual Event Localization</news:title>
      <news:keywords>AI, cs.AI, cs.CV</news:keywords>
    </news:news>
  </url>
  <url>
    <loc>https://thecontinuumbrief.com/articles/dycon-dynamic-reasoning-control-via-evolving-difficulty-modeling</loc>
    <news:news>
      <news:publication>
        <news:name>The Continuum Brief</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-06-08T04:00:00+00:00</news:publication_date>
      <news:title>DyCon: Dynamic Reasoning Control via Evolving Difficulty Modeling</news:title>
      <news:keywords>AI, cs.AI</news:keywords>
    </news:news>
  </url>
  <url>
    <loc>https://thecontinuumbrief.com/articles/beyond-post-hoc-explanation-toward-glassbox-ai-via-probabilistic-mediation</loc>
    <news:news>
      <news:publication>
        <news:name>The Continuum Brief</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-06-08T04:00:00+00:00</news:publication_date>
      <news:title>Beyond Post-hoc Explanation: Toward Glassbox AI via Probabilistic Mediation</news:title>
      <news:keywords>AI, cs.AI</news:keywords>
    </news:news>
  </url>
  <url>
    <loc>https://thecontinuumbrief.com/articles/think-fast-estimating-no-cot-task-completion-time-horizons-of-frontier-ai-models</loc>
    <news:news>
      <news:publication>
        <news:name>The Continuum Brief</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-06-08T04:00:00+00:00</news:publication_date>
      <news:title>Think Fast: Estimating No-CoT Task-Completion Time Horizons of Frontier AI Models</news:title>
      <news:keywords>AI, cs.AI</news:keywords>
    </news:news>
  </url>
  <url>
    <loc>https://thecontinuumbrief.com/articles/topsis-rad-ranking-according-to-desires</loc>
    <news:news>
      <news:publication>
        <news:name>The Continuum Brief</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-06-08T04:00:00+00:00</news:publication_date>
      <news:title>TOPSIS-RAD: Ranking According to Desires</news:title>
      <news:keywords>AI, cs.AI, econ.EM</news:keywords>
    </news:news>
  </url>
  <url>
    <loc>https://thecontinuumbrief.com/articles/dumate-deepresearch-an-auditable-multi-agent-system-with-recursive-search-and-ru</loc>
    <news:news>
      <news:publication>
        <news:name>The Continuum Brief</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-06-08T04:00:00+00:00</news:publication_date>
      <news:title>DuMate-DeepResearch: An Auditable Multi-Agent System with Recursive Search and Rubric-Grounded Reasoning</news:title>
      <news:keywords>AI, cs.AI</news:keywords>
    </news:news>
  </url>
  <url>
    <loc>https://thecontinuumbrief.com/articles/act-as-a-real-researcher-a-suite-of-benchmarks-evaluating-frontier-llms-and-agen</loc>
    <news:news>
      <news:publication>
        <news:name>The Continuum Brief</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-06-08T04:00:00+00:00</news:publication_date>
      <news:title>Act As a Real Researcher: A Suite of Benchmarks Evaluating Frontier LLMs and Agentic Harnesses in Research Lifecycle</news:title>
      <news:keywords>AI, cs.AI</news:keywords>
    </news:news>
  </url>
  <url>
    <loc>https://thecontinuumbrief.com/articles/zero-shot-embedding-drift-detection-a-lightweight-defense-against-prompt-injecti</loc>
    <news:news>
      <news:publication>
        <news:name>The Continuum Brief</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-06-08T04:00:00+00:00</news:publication_date>
      <news:title>Zero-Shot Embedding Drift Detection: A Lightweight Defense Against Prompt Injections in LLMs</news:title>
      <news:keywords>AI, cs.CR, cs.AI, cs.CL</news:keywords>
    </news:news>
  </url>
  <url>
    <loc>https://thecontinuumbrief.com/articles/trading-engagement-for-sustainability-carbon-aware-re-ranking-for-e-commerce-rec</loc>
    <news:news>
      <news:publication>
        <news:name>The Continuum Brief</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-06-08T04:00:00+00:00</news:publication_date>
      <news:title>Trading Engagement for Sustainability: Carbon-Aware Re-ranking for E-commerce Recommendations</news:title>
      <news:keywords>AI, cs.IR, cs.AI, cs.SI</news:keywords>
    </news:news>
  </url>
  <url>
    <loc>https://thecontinuumbrief.com/articles/a-geometric-gaussian-mixture-representation-of-plane-curves</loc>
    <news:news>
      <news:publication>
        <news:name>The Continuum Brief</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-06-08T04:00:00+00:00</news:publication_date>
      <news:title>A Geometric Gaussian Mixture Representation of Plane Curves</news:title>
      <news:keywords>AI, cs.CG, cs.AI, cs.CV, math.DG</news:keywords>
    </news:news>
  </url>
  <url>
    <loc>https://thecontinuumbrief.com/articles/how-ai-agents-reshape-knowledge-work-autonomy-efficiency-and-scope</loc>
    <news:news>
      <news:publication>
        <news:name>The Continuum Brief</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-06-08T04:00:00+00:00</news:publication_date>
      <news:title>How AI Agents Reshape Knowledge Work: Autonomy, Efficiency, and Scope</news:title>
      <news:keywords>AI, cs.AI, econ.GN, q-fin.EC</news:keywords>
    </news:news>
  </url>
  <url>
    <loc>https://thecontinuumbrief.com/articles/when-does-multi-agent-collaboration-help-an-entropy-perspective</loc>
    <news:news>
      <news:publication>
        <news:name>The Continuum Brief</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-06-08T04:00:00+00:00</news:publication_date>
      <news:title>When Does Multi-Agent Collaboration Help? An Entropy Perspective</news:title>
      <news:keywords>AI, cs.MA, cs.AI</news:keywords>
    </news:news>
  </url>
  <url>
    <loc>https://thecontinuumbrief.com/articles/autonomous-heterogeneous-catalyst-discovery-with-a-self-evolving-multi-agent-dig</loc>
    <news:news>
      <news:publication>
        <news:name>The Continuum Brief</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-06-08T04:00:00+00:00</news:publication_date>
      <news:title>Autonomous heterogeneous catalyst discovery with a self-evolving multi-agent digital twin</news:title>
      <news:keywords>AI, cond-mat.mtrl-sci, cs.AI, physics.chem-ph</news:keywords>
    </news:news>
  </url>
  <url>
    <loc>https://thecontinuumbrief.com/articles/agentic-large-language-models-for-automated-structural-analysis-of-3d-frame-syst</loc>
    <news:news>
      <news:publication>
        <news:name>The Continuum Brief</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-06-08T04:00:00+00:00</news:publication_date>
      <news:title>Agentic Large Language Models for Automated Structural Analysis of 3D Frame Systems</news:title>
      <news:keywords>AI, cs.GR, cs.AI</news:keywords>
    </news:news>
  </url>
  <url>
    <loc>https://thecontinuumbrief.com/articles/fp8-is-all-you-need-part-1-debunking-hardware-fp64-as-the-hpc-holy-grail</loc>
    <news:news>
      <news:publication>
        <news:name>The Continuum Brief</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-06-08T04:00:00+00:00</news:publication_date>
      <news:title>FP8 is All You Need (Part 1): Debunking Hardware FP64 as the HPC Holy Grail</news:title>
      <news:keywords>AI, cs.AR, cs.AI, cs.DC, cs.PF</news:keywords>
    </news:news>
  </url>
  <url>
    <loc>https://thecontinuumbrief.com/articles/coordinated-optimization-of-departure-sequencing-and-section-track-allocation-in</loc>
    <news:news>
      <news:publication>
        <news:name>The Continuum Brief</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-06-08T04:00:00+00:00</news:publication_date>
      <news:title>Coordinated optimization of departure sequencing and section-track allocation in railway short-term concentrated departure scenarios based on qubo and hybrid quantum algorithms</news:title>
      <news:keywords>AI, quant-ph, cs.AI</news:keywords>
    </news:news>
  </url>
  <url>
    <loc>https://thecontinuumbrief.com/articles/queen-bee-agents-a-beespec-centered-architecture-for-governed-enterprise-mcp-orc</loc>
    <news:news>
      <news:publication>
        <news:name>The Continuum Brief</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-06-08T04:00:00+00:00</news:publication_date>
      <news:title>Queen-Bee Agents: A BeeSpec-Centered Architecture for Governed Enterprise MCP Orchestration</news:title>
      <news:keywords>AI, cs.SE, cs.AI</news:keywords>
    </news:news>
  </url>
  <url>
    <loc>https://thecontinuumbrief.com/articles/geometric-second-order-feature-correlation-learning-for-self-supervised-speech-e</loc>
    <news:news>
      <news:publication>
        <news:name>The Continuum Brief</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-06-08T04:00:00+00:00</news:publication_date>
      <news:title>Geometric Second-Order Feature Correlation Learning for Self-Supervised Speech Emotion Recognition</news:title>
      <news:keywords>AI, cs.SD, cs.AI, eess.AS</news:keywords>
    </news:news>
  </url>
  <url>
    <loc>https://thecontinuumbrief.com/articles/attention-consistent-longitudinal-medical-visual-question-answering-guided-by-vi</loc>
    <news:news>
      <news:publication>
        <news:name>The Continuum Brief</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-06-08T04:00:00+00:00</news:publication_date>
      <news:title>Attention Consistent Longitudinal Medical Visual Question Answering Guided by Vision Foundation Models</news:title>
      <news:keywords>AI, eess.IV, cs.AI</news:keywords>
    </news:news>
  </url>
  <url>
    <loc>https://thecontinuumbrief.com/articles/maltree-tracing-malware-evolution-from-embeddings-at-scale</loc>
    <news:news>
      <news:publication>
        <news:name>The Continuum Brief</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-06-08T04:00:00+00:00</news:publication_date>
      <news:title>MalTree: Tracing Malware Evolution from Embeddings at Scale</news:title>
      <news:keywords>AI, cs.CR, cs.AI</news:keywords>
    </news:news>
  </url>
  <url>
    <loc>https://thecontinuumbrief.com/articles/how-language-models-fail-token-level-signatures-of-committed-and-persistent-reas</loc>
    <news:news>
      <news:publication>
        <news:name>The Continuum Brief</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-06-08T04:00:00+00:00</news:publication_date>
      <news:title>How Language Models Fail: Token-Level Signatures of Committed and Persistent Reasoning Failures</news:title>
      <news:keywords>AI, cs.CL, cs.AI</news:keywords>
    </news:news>
  </url>
  <url>
    <loc>https://thecontinuumbrief.com/articles/data-efficient-autoregressive-to-diffusion-language-models-via-on-policy-distill</loc>
    <news:news>
      <news:publication>
        <news:name>The Continuum Brief</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-06-08T04:00:00+00:00</news:publication_date>
      <news:title>Data-Efficient Autoregressive-to-Diffusion Language Models via On-Policy Distillation</news:title>
      <news:keywords>AI, cs.CL, cs.AI</news:keywords>
    </news:news>
  </url>
  <url>
    <loc>https://thecontinuumbrief.com/articles/iraf-interference-resilient-adaptive-fusion-for-noise-robust-end-to-end-full-dup</loc>
    <news:news>
      <news:publication>
        <news:name>The Continuum Brief</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-06-08T04:00:00+00:00</news:publication_date>
      <news:title>IRAF: Interference-Resilient Adaptive Fusion for Noise-Robust End-to-End Full-Duplex Spoken Dialogue Systems</news:title>
      <news:keywords>AI, cs.SD, cs.AI, eess.AS</news:keywords>
    </news:news>
  </url>
  <url>
    <loc>https://thecontinuumbrief.com/articles/ai-driven-test-case-generation-from-natural-language-requirements-a-survey-of-te</loc>
    <news:news>
      <news:publication>
        <news:name>The Continuum Brief</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-06-08T04:00:00+00:00</news:publication_date>
      <news:title>AI-Driven Test Case Generation from Natural Language Requirements: A Survey of Techniques and Research Gaps</news:title>
      <news:keywords>AI, cs.SE, cs.AI</news:keywords>
    </news:news>
  </url>
  <url>
    <loc>https://thecontinuumbrief.com/articles/ntilc-neural-tool-invocation-via-learned-compression</loc>
    <news:news>
      <news:publication>
        <news:name>The Continuum Brief</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-06-08T04:00:00+00:00</news:publication_date>
      <news:title>NTILC: Neural Tool Invocation via Learned Compression</news:title>
      <news:keywords>AI, cs.SE, cs.AI</news:keywords>
    </news:news>
  </url>
  <url>
    <loc>https://thecontinuumbrief.com/articles/re-centering-humans-in-llm-personalization</loc>
    <news:news>
      <news:publication>
        <news:name>The Continuum Brief</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-06-08T04:00:00+00:00</news:publication_date>
      <news:title>Re-Centering Humans in LLM Personalization</news:title>
      <news:keywords>AI, cs.CL, cs.AI, cs.HC</news:keywords>
    </news:news>
  </url>
  <url>
    <loc>https://thecontinuumbrief.com/articles/caf-gen-a-multi-agent-system-for-enriching-argumentation-structures</loc>
    <news:news>
      <news:publication>
        <news:name>The Continuum Brief</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-06-08T04:00:00+00:00</news:publication_date>
      <news:title>CAF-Gen: A Multi-Agent System for Enriching Argumentation Structures</news:title>
      <news:keywords>AI, cs.CL, cs.AI</news:keywords>
    </news:news>
  </url>
  <url>
    <loc>https://thecontinuumbrief.com/articles/hkjudge-a-legal-discourse-annotated-corpus-for-interpreting-what-courts-find-how</loc>
    <news:news>
      <news:publication>
        <news:name>The Continuum Brief</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-06-08T04:00:00+00:00</news:publication_date>
      <news:title>HKJudge: A Legal Discourse-Annotated Corpus for Interpreting What Courts Find, How They Reason, and What They Rule</news:title>
      <news:keywords>AI, cs.CL, cs.AI, cs.CY</news:keywords>
    </news:news>
  </url>
  <url>
    <loc>https://thecontinuumbrief.com/articles/mmbu-a-massive-multi-modal-biomedical-understanding-benchmark-to-probe-the-perce</loc>
    <news:news>
      <news:publication>
        <news:name>The Continuum Brief</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-06-08T04:00:00+00:00</news:publication_date>
      <news:title>MMBU: A Massive Multi-modal Biomedical Understanding Benchmark to Probe the Perception Capabilities of Vision-Language Models</news:title>
      <news:keywords>AI, cs.CV, cs.AI</news:keywords>
    </news:news>
  </url>
  <url>
    <loc>https://thecontinuumbrief.com/articles/multilingual-multi-speaker-unit-vocoders-a-systematic-analysis-of-discrete-speec</loc>
    <news:news>
      <news:publication>
        <news:name>The Continuum Brief</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-06-08T04:00:00+00:00</news:publication_date>
      <news:title>Multilingual Multi-Speaker Unit Vocoders: A Systematic Analysis of Discrete Speech Representations</news:title>
      <news:keywords>AI, cs.SD, cs.AI, cs.CL</news:keywords>
    </news:news>
  </url>
  <url>
    <loc>https://thecontinuumbrief.com/articles/scout-semantic-scene-coverage-via-uncertainty-guided-traversal</loc>
    <news:news>
      <news:publication>
        <news:name>The Continuum Brief</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-06-08T04:00:00+00:00</news:publication_date>
      <news:title>SCOUT: Semantic scene COverage via Uncertainty-guided Traversal</news:title>
      <news:keywords>AI, cs.RO, cs.AI</news:keywords>
    </news:news>
  </url>
  <url>
    <loc>https://thecontinuumbrief.com/articles/hybridcodec-fast-dual-stream-semantically-enhanced-neural-audio-codec</loc>
    <news:news>
      <news:publication>
        <news:name>The Continuum Brief</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-06-08T04:00:00+00:00</news:publication_date>
      <news:title>HybridCodec: Fast Dual-Stream, Semantically Enhanced Neural Audio Codec</news:title>
      <news:keywords>AI, cs.SD, cs.AI, cs.CL</news:keywords>
    </news:news>
  </url>
  <url>
    <loc>https://thecontinuumbrief.com/articles/axisguide-grounding-robot-action-coordinate-system-in-rgb-observations-for-robus</loc>
    <news:news>
      <news:publication>
        <news:name>The Continuum Brief</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-06-08T04:00:00+00:00</news:publication_date>
      <news:title>AxisGuide: Grounding Robot Action Coordinate System in RGB Observations for Robust Visuomotor Manipulation</news:title>
      <news:keywords>AI, cs.RO, cs.AI</news:keywords>
    </news:news>
  </url>
  <url>
    <loc>https://thecontinuumbrief.com/articles/what-your-posts-reveal-a-benchmark-and-agentic-framework-for-user-level-privacy-</loc>
    <news:news>
      <news:publication>
        <news:name>The Continuum Brief</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-06-08T04:00:00+00:00</news:publication_date>
      <news:title>What Your Posts Reveal: A Benchmark and Agentic Framework for User-Level Privacy Leakage on Social Media</news:title>
      <news:keywords>AI, cs.CR, cs.AI, cs.CY</news:keywords>
    </news:news>
  </url>
  <url>
    <loc>https://thecontinuumbrief.com/articles/mind-the-gap-bridging-behavioral-silos-with-llms-in-multi-vertical-recommendatio</loc>
    <news:news>
      <news:publication>
        <news:name>The Continuum Brief</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-06-08T04:00:00+00:00</news:publication_date>
      <news:title>Mind the Gap: Bridging Behavioral Silos with LLMs in Multi-Vertical Recommendations</news:title>
      <news:keywords>AI, cs.IR, cs.AI</news:keywords>
    </news:news>
  </url>
  <url>
    <loc>https://thecontinuumbrief.com/articles/exploring-reinforcement-learning-for-fluid-transitions-between-clinical-mental-h</loc>
    <news:news>
      <news:publication>
        <news:name>The Continuum Brief</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-06-08T04:00:00+00:00</news:publication_date>
      <news:title>Exploring Reinforcement Learning for Fluid Transitions Between Clinical Mental Healthcare and Everyday Wellness Support</news:title>
      <news:keywords>AI, cs.HC, cs.AI</news:keywords>
    </news:news>
  </url>
  <url>
    <loc>https://thecontinuumbrief.com/articles/breaking-the-lock-in-diversifying-text-to-image-generation-via-representation-mo</loc>
    <news:news>
      <news:publication>
        <news:name>The Continuum Brief</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-06-08T04:00:00+00:00</news:publication_date>
      <news:title>Breaking the Lock-in: Diversifying Text-to-Image Generation via Representation Modulation</news:title>
      <news:keywords>AI, cs.CV, cs.AI</news:keywords>
    </news:news>
  </url>
  <url>
    <loc>https://thecontinuumbrief.com/articles/llm-agent-assisted-reverse-engineering-with-quantitative-readability-metrics</loc>
    <news:news>
      <news:publication>
        <news:name>The Continuum Brief</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-06-08T04:00:00+00:00</news:publication_date>
      <news:title>LLM Agent-Assisted Reverse Engineering with Quantitative Readability Metrics</news:title>
      <news:keywords>AI, cs.SE, cs.AI</news:keywords>
    </news:news>
  </url>
  <url>
    <loc>https://thecontinuumbrief.com/articles/lane-change-trajectory-planning-for-personalized-driving-comfort-and-mobility-ef</loc>
    <news:news>
      <news:publication>
        <news:name>The Continuum Brief</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-06-08T04:00:00+00:00</news:publication_date>
      <news:title>Lane Change Trajectory Planning for Personalized Driving Comfort and Mobility Efficiency</news:title>
      <news:keywords>AI, cs.RO, cs.AI, cs.SY, eess.SY</news:keywords>
    </news:news>
  </url>
  <url>
    <loc>https://thecontinuumbrief.com/articles/progress-sql-improving-reinforcement-learning-for-text-to-sql-via-progressive-re</loc>
    <news:news>
      <news:publication>
        <news:name>The Continuum Brief</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-06-08T04:00:00+00:00</news:publication_date>
      <news:title>Progress-SQL: Improving Reinforcement Learning for Text-to-SQL via Progressive Rewards</news:title>
      <news:keywords>AI, cs.CL, cs.AI</news:keywords>
    </news:news>
  </url>
  <url>
    <loc>https://thecontinuumbrief.com/articles/think-like-a-pilot-fine-grained-long-horizon-uav-navigation</loc>
    <news:news>
      <news:publication>
        <news:name>The Continuum Brief</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-06-08T04:00:00+00:00</news:publication_date>
      <news:title>Think Like a Pilot: Fine-Grained Long-Horizon UAV Navigation</news:title>
      <news:keywords>AI, cs.RO, cs.AI, cs.CV</news:keywords>
    </news:news>
  </url>
  <url>
    <loc>https://thecontinuumbrief.com/articles/neuro-symbolic-learning-for-long-horizon-task-planning-under-complex-logical-con</loc>
    <news:news>
      <news:publication>
        <news:name>The Continuum Brief</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-06-08T04:00:00+00:00</news:publication_date>
      <news:title>Neuro-Symbolic Learning for Long-Horizon Task Planning Under Complex Logical Constraints</news:title>
      <news:keywords>AI, cs.RO, cs.AI</news:keywords>
    </news:news>
  </url>
  <url>
    <loc>https://thecontinuumbrief.com/articles/motionenhancer-leveraging-video-diffusion-for-motion-enhanced-vision-language-mo</loc>
    <news:news>
      <news:publication>
        <news:name>The Continuum Brief</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-06-08T04:00:00+00:00</news:publication_date>
      <news:title>MotionEnhancer: Leveraging Video Diffusion for Motion-Enhanced Vision-Language Models</news:title>
      <news:keywords>AI, cs.CV, cs.AI</news:keywords>
    </news:news>
  </url>
  <url>
    <loc>https://thecontinuumbrief.com/articles/egopressdiff-multimodal-video-diffusion-for-egocentric-uv-domain-hand-pressure-e</loc>
    <news:news>
      <news:publication>
        <news:name>The Continuum Brief</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-06-08T04:00:00+00:00</news:publication_date>
      <news:title>EgoPressDiff: Multimodal Video Diffusion for Egocentric UV-Domain Hand-Pressure Estimation</news:title>
      <news:keywords>AI, cs.CV, cs.AI</news:keywords>
    </news:news>
  </url>
  <url>
    <loc>https://thecontinuumbrief.com/articles/freeanimate-training-free-human-image-animation-with-preview-guided-denoising</loc>
    <news:news>
      <news:publication>
        <news:name>The Continuum Brief</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-06-08T04:00:00+00:00</news:publication_date>
      <news:title>FreeAnimate: Training-Free Human Image Animation with Preview-Guided Denoising</news:title>
      <news:keywords>AI, cs.CV, cs.AI</news:keywords>
    </news:news>
  </url>
  <url>
    <loc>https://thecontinuumbrief.com/articles/beyond-skeletons-learning-animation-directly-from-driving-videos-with-same2x-tra</loc>
    <news:news>
      <news:publication>
        <news:name>The Continuum Brief</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-06-08T04:00:00+00:00</news:publication_date>
      <news:title>Beyond Skeletons: Learning Animation Directly from Driving Videos with Same2X Training Strategy</news:title>
      <news:keywords>AI, cs.CV, cs.AI</news:keywords>
    </news:news>
  </url>
  <url>
    <loc>https://thecontinuumbrief.com/articles/ease-ttt-evidence-aligned-selective-test-time-training-for-long-context-question</loc>
    <news:news>
      <news:publication>
        <news:name>The Continuum Brief</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-06-08T04:00:00+00:00</news:publication_date>
      <news:title>EASE-TTT: Evidence-Aligned Selective Test-Time Training for Long-Context Question Answering</news:title>
      <news:keywords>AI, cs.CL, cs.AI</news:keywords>
    </news:news>
  </url>
  <url>
    <loc>https://thecontinuumbrief.com/articles/didact-a-cross-domain-capability-discovery-system-for-defence</loc>
    <news:news>
      <news:publication>
        <news:name>The Continuum Brief</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-06-08T04:00:00+00:00</news:publication_date>
      <news:title>Didact: A Cross-Domain Capability Discovery System for Defence</news:title>
      <news:keywords>AI, cs.CL, cs.AI</news:keywords>
    </news:news>
  </url>
  <url>
    <loc>https://thecontinuumbrief.com/articles/ss-tpt-stability-and-suitability-guided-test-time-prompt-tuning-for-adversariall</loc>
    <news:news>
      <news:publication>
        <news:name>The Continuum Brief</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-06-08T04:00:00+00:00</news:publication_date>
      <news:title>SS-TPT: Stability and Suitability-Guided Test-Time Prompt Tuning for Adversarially Robust Vision-Language Models</news:title>
      <news:keywords>AI, cs.CV, cs.AI</news:keywords>
    </news:news>
  </url>
  <url>
    <loc>https://thecontinuumbrief.com/articles/when-is-3d-worth-it-a-resource-performance-frontier-for-cnns-and-transformers-in</loc>
    <news:news>
      <news:publication>
        <news:name>The Continuum Brief</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-06-08T04:00:00+00:00</news:publication_date>
      <news:title>When is 3D Worth It? A Resource-Performance Frontier for CNNs and Transformers in Lung CT</news:title>
      <news:keywords>AI, cs.CV, cs.AI</news:keywords>
    </news:news>
  </url>
  <url>
    <loc>https://thecontinuumbrief.com/articles/spectcount-spectrotemporal-counting-via-synthetic-signals-improves-large-audio-l</loc>
    <news:news>
      <news:publication>
        <news:name>The Continuum Brief</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-06-08T04:00:00+00:00</news:publication_date>
      <news:title>SpectCount: Spectrotemporal Counting via Synthetic Signals Improves Large Audio Language Models</news:title>
      <news:keywords>AI, eess.AS, cs.AI, cs.SD</news:keywords>
    </news:news>
  </url>
  <url>
    <loc>https://thecontinuumbrief.com/articles/auditing-training-data-in-domain-adapted-llms-lora-mint</loc>
    <news:news>
      <news:publication>
        <news:name>The Continuum Brief</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-06-08T04:00:00+00:00</news:publication_date>
      <news:title>Auditing Training Data in Domain-adapted LLMs: LoRA-MINT</news:title>
      <news:keywords>AI, cs.CL, cs.AI</news:keywords>
    </news:news>
  </url>
  <url>
    <loc>https://thecontinuumbrief.com/articles/openhaldet-a-unified-benchmark-for-hallucination-detection-across-diverse-genera</loc>
    <news:news>
      <news:publication>
        <news:name>The Continuum Brief</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-06-08T04:00:00+00:00</news:publication_date>
      <news:title>OpenHalDet: A Unified Benchmark for Hallucination Detection across Diverse Generation Scenarios</news:title>
      <news:keywords>AI, cs.CL, cs.AI</news:keywords>
    </news:news>
  </url>
  <url>
    <loc>https://thecontinuumbrief.com/articles/dax-learning-general-pathology-representations-across-scales</loc>
    <news:news>
      <news:publication>
        <news:name>The Continuum Brief</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-06-08T04:00:00+00:00</news:publication_date>
      <news:title>DaX: Learning General Pathology Representations Across Scales</news:title>
      <news:keywords>AI, eess.IV, cs.AI, cs.CV</news:keywords>
    </news:news>
  </url>
  <url>
    <loc>https://thecontinuumbrief.com/articles/the-piggyback-hypothesis-of-generalization-explaining-and-mitigating-emergent-mi</loc>
    <news:news>
      <news:publication>
        <news:name>The Continuum Brief</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-06-08T04:00:00+00:00</news:publication_date>
      <news:title>The Piggyback Hypothesis of Generalization: Explaining and Mitigating Emergent Misalignment</news:title>
      <news:keywords>AI, cs.CL</news:keywords>
    </news:news>
  </url>
  <url>
    <loc>https://thecontinuumbrief.com/articles/modular-monolingual-adaptation-using-pretrained-language-models</loc>
    <news:news>
      <news:publication>
        <news:name>The Continuum Brief</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-06-08T04:00:00+00:00</news:publication_date>
      <news:title>Modular Monolingual Adaptation using Pretrained Language Models</news:title>
      <news:keywords>AI, cs.CL</news:keywords>
    </news:news>
  </url>
  <url>
    <loc>https://thecontinuumbrief.com/articles/a-four-condition-diagnostic-protocol-for-evidence-utilization-in-long-context-an</loc>
    <news:news>
      <news:publication>
        <news:name>The Continuum Brief</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-06-08T04:00:00+00:00</news:publication_date>
      <news:title>A Four-Condition Diagnostic Protocol for Evidence Utilization in Long-Context and Retrieval-Augmented Language Models</news:title>
      <news:keywords>AI, cs.CL</news:keywords>
    </news:news>
  </url>
  <url>
    <loc>https://thecontinuumbrief.com/articles/improving-cross-lingual-factual-recall-via-consistency-driven-reinforcement-lear</loc>
    <news:news>
      <news:publication>
        <news:name>The Continuum Brief</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-06-08T04:00:00+00:00</news:publication_date>
      <news:title>Improving Cross-Lingual Factual Recall via Consistency-Driven Reinforcement Learning</news:title>
      <news:keywords>AI, cs.CL</news:keywords>
    </news:news>
  </url>
  <url>
    <loc>https://thecontinuumbrief.com/articles/unpredictabench-a-benchmark-for-evaluating-distributional-randomness-in-llms</loc>
    <news:news>
      <news:publication>
        <news:name>The Continuum Brief</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-06-08T04:00:00+00:00</news:publication_date>
      <news:title>UnpredictaBench: A Benchmark for Evaluating Distributional Randomness in LLMs</news:title>
      <news:keywords>AI, cs.CL</news:keywords>
    </news:news>
  </url>
  <url>
    <loc>https://thecontinuumbrief.com/articles/what-do-people-actually-want-from-ai-mapping-preference-plurality</loc>
    <news:news>
      <news:publication>
        <news:name>The Continuum Brief</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-06-08T04:00:00+00:00</news:publication_date>
      <news:title>What Do People Actually Want From AI? Mapping Preference Plurality</news:title>
      <news:keywords>AI, cs.CL, cs.CY</news:keywords>
    </news:news>
  </url>
</urlset>