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        <news:name>The Continuum Brief</news:name>
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      <news:publication_date>2026-06-18T05:58:12+00:00</news:publication_date>
      <news:title>MaxLinear: The Battle For The Socket</news:title>
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      <news:publication>
        <news:name>The Continuum Brief</news:name>
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      <news:publication_date>2026-06-18T05:55:51+00:00</news:publication_date>
      <news:title>Taiwan Semiconductor: Not Expensive When You Run The Numbers On AI Demand</news:title>
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      <news:publication_date>2026-06-18T05:45:00+00:00</news:publication_date>
      <news:title>Kvasir Technologies fuels growth with €10M round</news:title>
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      <news:publication>
        <news:name>The Continuum Brief</news:name>
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      <news:publication_date>2026-06-18T05:30:03+00:00</news:publication_date>
      <news:title>Toymaker Tonies strikes Bluey deal as it aims to double revenue</news:title>
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      <news:publication>
        <news:name>The Continuum Brief</news:name>
        <news:language>en</news:language>
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      <news:publication_date>2026-06-18T05:30:03+00:00</news:publication_date>
      <news:title>Kevin Warsh’s debut</news:title>
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      <news:publication>
        <news:name>The Continuum Brief</news:name>
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      <news:publication_date>2026-06-18T05:26:00+00:00</news:publication_date>
      <news:title>Microsoft Scout, New Enterprise Autopilot Built on OpenClaw, Announced at Build 2026</news:title>
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      <news:publication>
        <news:name>The Continuum Brief</news:name>
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      <news:publication_date>2026-06-18T05:00:43+00:00</news:publication_date>
      <news:title>7 TUM spinouts ready to raise their next round</news:title>
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      <news:publication>
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      <news:publication_date>2026-06-18T05:00:23+00:00</news:publication_date>
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        <news:name>The Continuum Brief</news:name>
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      <news:publication_date>2026-06-18T05:00:15+00:00</news:publication_date>
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  <url>
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      <news:publication_date>2026-06-18T05:00:12+00:00</news:publication_date>
      <news:title>Industrial tech mapped — 64 startups to watch in Europe</news:title>
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      <news:publication_date>2026-06-18T04:51:55+00:00</news:publication_date>
      <news:title>Applied Materials: The Cheapest Seat On The AI Equipment Super-Cycle</news:title>
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  <url>
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      <news:publication>
        <news:name>The Continuum Brief</news:name>
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      <news:publication_date>2026-06-18T04:50:16+00:00</news:publication_date>
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      <news:publication_date>2026-06-18T04:46:00+00:00</news:publication_date>
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  <url>
    <loc>https://thecontinuumbrief.com/articles/microsofts-biggest-risk-isnt-competition-its-expectations</loc>
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        <news:name>The Continuum Brief</news:name>
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      <news:publication_date>2026-06-18T04:27:31+00:00</news:publication_date>
      <news:title>Microsoft&apos;s Biggest Risk Isn&apos;t Competition - It&apos;s Expectations</news:title>
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  <url>
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      <news:publication_date>2026-06-18T04:23:05+00:00</news:publication_date>
      <news:title>[AINews] Midjourney Medical: scan your organs like you step on a scale</news:title>
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    <loc>https://thecontinuumbrief.com/articles/apple-surprisingly-resilient-frustratingly-expensive</loc>
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        <news:name>The Continuum Brief</news:name>
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      <news:publication_date>2026-06-18T04:17:11+00:00</news:publication_date>
      <news:title>Apple: Surprisingly Resilient, Frustratingly Expensive</news:title>
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  <url>
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      <news:publication>
        <news:name>The Continuum Brief</news:name>
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      <news:publication_date>2026-06-18T04:00:15+00:00</news:publication_date>
      <news:title>JPMorgan Chase cuts off Anthropic access for its Hong Kong staff</news:title>
      <news:keywords>Capital Markets</news:keywords>
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      <news:publication_date>2026-06-18T04:00:06+00:00</news:publication_date>
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      <news:publication>
        <news:name>The Continuum Brief</news:name>
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      <news:publication_date>2026-06-18T04:00:00+00:00</news:publication_date>
      <news:title>NAVI-Orbital: First In-Orbit Demonstration of a Zero-Shot Vision-Language Model for Autonomous Earth Observation</news:title>
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      <news:publication_date>2026-06-18T04:00:00+00:00</news:publication_date>
      <news:title>CaVe-VLM-CoT: An Interpretable Vision-Language Model Framework</news:title>
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        <news:name>The Continuum Brief</news:name>
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      <news:publication_date>2026-06-18T04:00:00+00:00</news:publication_date>
      <news:title>Searching for Synergy in Shared Workspace Human-AI Collaboration</news:title>
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        <news:name>The Continuum Brief</news:name>
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      <news:title>CEO-Bench: Can Agents Play the Long Game?</news:title>
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        <news:name>The Continuum Brief</news:name>
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      <news:publication_date>2026-06-18T04:00:00+00:00</news:publication_date>
      <news:title>ProfiLLM: Utility-Aligned Agentic User Profiling for Industrial Ride-Hailing Dispatch</news:title>
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        <news:language>en</news:language>
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      <news:publication_date>2026-06-18T04:00:00+00:00</news:publication_date>
      <news:title>WorldLines: Benchmarking and Modeling Long-Horizon Stateful Embodied Agents</news:title>
      <news:keywords>AI, cs.AI</news:keywords>
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        <news:language>en</news:language>
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      <news:keywords>AI, cs.AI, cs.LG, cs.LO</news:keywords>
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        <news:language>en</news:language>
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      <news:keywords>AI, cs.AI, cs.CL, cs.LG</news:keywords>
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        <news:language>en</news:language>
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      <news:keywords>AI, cs.AI</news:keywords>
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        <news:language>en</news:language>
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        <news:language>en</news:language>
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        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-06-18T00:00:01+00:00</news:publication_date>
      <news:title>Flexible cryogenic cables for dilution refrigerators could pave path to practical quantum computers</news:title>
      <news:keywords>Quantum, Quantum Physics</news:keywords>
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  </url>
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    <news:news>
      <news:publication>
        <news:name>The Continuum Brief</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-06-18T00:00:00+00:00</news:publication_date>
      <news:title>Architecting the Future: Unlocking Enterprise Data Services for Kubernetes</news:title>
      <news:keywords>Infrastructure Software</news:keywords>
    </news:news>
  </url>
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    <news:news>
      <news:publication>
        <news:name>The Continuum Brief</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-06-18T00:00:00+00:00</news:publication_date>
      <news:title>Before we move on: 2 painful lessons from the Iran war</news:title>
      <news:keywords>Defence Tech, Opinion</news:keywords>
    </news:news>
  </url>
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    <news:news>
      <news:publication>
        <news:name>The Continuum Brief</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-06-18T00:00:00+00:00</news:publication_date>
      <news:title>Before we move on: 2 painful lessons from the Iran war</news:title>
      <news:keywords>Defence Tech, Opinion</news:keywords>
    </news:news>
  </url>
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    <news:news>
      <news:publication>
        <news:name>The Continuum Brief</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-06-18T00:00:00+00:00</news:publication_date>
      <news:title>Before we move on: 2 painful lessons from the Iran war</news:title>
      <news:keywords>Defence Tech, Opinion</news:keywords>
    </news:news>
  </url>
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    <news:news>
      <news:publication>
        <news:name>The Continuum Brief</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-06-17T23:59:37+00:00</news:publication_date>
      <news:title>Telo&apos;s Tiny Electric Truck For Cities Has Surprisingly High-Powered Charging</news:title>
      <news:keywords>Autonomous Systems</news:keywords>
    </news:news>
  </url>
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    <news:news>
      <news:publication>
        <news:name>The Continuum Brief</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-06-17T23:41:55+00:00</news:publication_date>
      <news:title>Japan’s Defense Chief Challenges China’s Military Spending Data - Bloomberg.com</news:title>
      <news:keywords>Capital Markets</news:keywords>
    </news:news>
  </url>
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    <news:news>
      <news:publication>
        <news:name>The Continuum Brief</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-06-17T23:41:24+00:00</news:publication_date>
      <news:title>Major hack campaign against Fortinet devices compromised prominent organisations, researchers say - Reuters</news:title>
      <news:keywords>Capital Markets</news:keywords>
    </news:news>
  </url>
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    <news:news>
      <news:publication>
        <news:name>The Continuum Brief</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-06-17T23:31:59+00:00</news:publication_date>
      <news:title>Illinois put community solar on a 150-year-old coal mine</news:title>
      <news:keywords>Autonomous Systems, News</news:keywords>
    </news:news>
  </url>
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    <news:news>
      <news:publication>
        <news:name>The Continuum Brief</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-06-17T23:23:33+00:00</news:publication_date>
      <news:title>BOJ Will Hike Rates Again by December, Says 90% of Economists - Bloomberg.com</news:title>
      <news:keywords>Capital Markets</news:keywords>
    </news:news>
  </url>
  <url>
    <loc>https://thecontinuumbrief.com/articles/feds-warsh-signals-revamp-but-offers-little-substance-on-rates-bloombergcom</loc>
    <news:news>
      <news:publication>
        <news:name>The Continuum Brief</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-06-17T23:19:43+00:00</news:publication_date>
      <news:title>Fed’s Warsh Signals Revamp, But Offers Little Substance on Rates - Bloomberg.com</news:title>
      <news:keywords>Capital Markets</news:keywords>
    </news:news>
  </url>
  <url>
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    <news:news>
      <news:publication>
        <news:name>The Continuum Brief</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-06-17T23:12:47+00:00</news:publication_date>
      <news:title>Estonia intends to recognize AI agents with digital IDs</news:title>
      <news:keywords>Infrastructure Software, ai and ml</news:keywords>
    </news:news>
  </url>
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    <news:news>
      <news:publication>
        <news:name>The Continuum Brief</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-06-17T23:00:00+00:00</news:publication_date>
      <news:title>BLUETTI’s $2.2M-crowdfunded FridgePower dedicated fridge backup arrives at retail</news:title>
      <news:keywords>Autonomous Systems, News</news:keywords>
    </news:news>
  </url>
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    <news:news>
      <news:publication>
        <news:name>The Continuum Brief</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-06-17T23:00:00+00:00</news:publication_date>
      <news:title>China’s $300 Billion Pile of Bad Consumer Debt Threatens Economy - Bloomberg.com</news:title>
      <news:keywords>Capital Markets</news:keywords>
    </news:news>
  </url>
  <url>
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    <news:news>
      <news:publication>
        <news:name>The Continuum Brief</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-06-17T22:59:43+00:00</news:publication_date>
      <news:title>South Korea coach calls drone sighting &apos;unfortunate&apos; ahead of Mexico clash - Reuters</news:title>
      <news:keywords>Capital Markets</news:keywords>
    </news:news>
  </url>
  <url>
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    <news:news>
      <news:publication>
        <news:name>The Continuum Brief</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-06-17T22:52:00+00:00</news:publication_date>
      <news:title>The Korean Telecom Giant at the Center of Anthropic’s Mythos Controversy</news:title>
      <news:keywords>AI, Business, Business / Artificial Intelligence</news:keywords>
    </news:news>
  </url>
  <url>
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    <news:news>
      <news:publication>
        <news:name>The Continuum Brief</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-06-17T22:49:08+00:00</news:publication_date>
      <news:title>Fed’s Warsh Earns Points From Economists for ‘Slick’ Performance - Bloomberg.com</news:title>
      <news:keywords>Capital Markets</news:keywords>
    </news:news>
  </url>
  <url>
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    <news:news>
      <news:publication>
        <news:name>The Continuum Brief</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-06-17T22:44:44+00:00</news:publication_date>
      <news:title>USAF Orders Both General Atomics’ FQ-42 And Anduril’s FQ-44 Into Production</news:title>
      <news:keywords>Defence Tech, Air, Air Forces, Collaborative Combat Aircraft, Drones, News &amp; Features, U.S. Air Force, Unmanned</news:keywords>
    </news:news>
  </url>
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    <news:news>
      <news:publication>
        <news:name>The Continuum Brief</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-06-17T22:40:03+00:00</news:publication_date>
      <news:title>Helios quantum computer tops 99.9% fidelity rates for one- and two-qubit operations</news:title>
      <news:keywords>Quantum, Quantum Physics</news:keywords>
    </news:news>
  </url>
  <url>
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    <news:news>
      <news:publication>
        <news:name>The Continuum Brief</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-06-17T22:32:22+00:00</news:publication_date>
      <news:title>EU cybersecurity agency to meet Anthropic on Thursday, EU Commission says - Reuters</news:title>
      <news:keywords>Capital Markets</news:keywords>
    </news:news>
  </url>
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    <news:news>
      <news:publication>
        <news:name>The Continuum Brief</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-06-17T22:30:00+00:00</news:publication_date>
      <news:title>Microsoft Makes Big AI Inroads in China by Selling OpenAI Models - Bloomberg.com</news:title>
      <news:keywords>Capital Markets</news:keywords>
    </news:news>
  </url>
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    <news:news>
      <news:publication>
        <news:name>The Continuum Brief</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-06-17T22:23:31+00:00</news:publication_date>
      <news:title>The 2027 Porsche Taycan Gets Fake Gear Shifts And A Bigger Standard Battery</news:title>
      <news:keywords>Autonomous Systems</news:keywords>
    </news:news>
  </url>
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    <news:news>
      <news:publication>
        <news:name>The Continuum Brief</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-06-17T22:20:44+00:00</news:publication_date>
      <news:title>SpaceX adds longtime Elon Musk ally Roelof Botha to board</news:title>
      <news:keywords>Capital Markets</news:keywords>
    </news:news>
  </url>
  <url>
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    <news:news>
      <news:publication>
        <news:name>The Continuum Brief</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-06-17T22:20:01+00:00</news:publication_date>
      <news:title>Flipped quantum interference unlocks clearer gluon maps from near-miss nuclear encounters</news:title>
      <news:keywords>Quantum, General Physics</news:keywords>
    </news:news>
  </url>
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    <news:news>
      <news:publication>
        <news:name>The Continuum Brief</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-06-17T22:15:00+00:00</news:publication_date>
      <news:title>Apple to Raise Prices with Memory, Storage Shortages - The Information</news:title>
      <news:keywords>Capital Markets</news:keywords>
    </news:news>
  </url>
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    <news:news>
      <news:publication>
        <news:name>The Continuum Brief</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-06-17T22:10:00+00:00</news:publication_date>
      <news:title>AWS Introduces New Cybersecurity, Coding Tools at NY Summit - The Information</news:title>
      <news:keywords>Capital Markets</news:keywords>
    </news:news>
  </url>
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    <news:news>
      <news:publication>
        <news:name>The Continuum Brief</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-06-17T22:03:17+00:00</news:publication_date>
      <news:title>The Server Boom Balances Price Increases Against Chip Shortages</news:title>
      <news:keywords>Infrastructure Software</news:keywords>
    </news:news>
  </url>
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    <news:news>
      <news:publication>
        <news:name>The Continuum Brief</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-06-17T22:03:01+00:00</news:publication_date>
      <news:title>Crude Oil Edges Lower as Deal to Reopen Hormuz Goes Into Effect - Bloomberg.com</news:title>
      <news:keywords>Capital Markets</news:keywords>
    </news:news>
  </url>
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    <news:news>
      <news:publication>
        <news:name>The Continuum Brief</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-06-17T21:59:43+00:00</news:publication_date>
      <news:title>Trump signs memo aimed at ending Iran war, White House official says - Reuters</news:title>
      <news:keywords>Capital Markets</news:keywords>
    </news:news>
  </url>
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    <news:news>
      <news:publication>
        <news:name>The Continuum Brief</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-06-17T21:59:21+00:00</news:publication_date>
      <news:title>Air Force picks Anduril, General Atomics to build first operational CCA drones</news:title>
      <news:keywords>Defence Tech, Emerging Tech, Air Force, Anduril, autonomous flight, Boeing, CCA, collaborative combat aircraft, collins aerospace</news:keywords>
    </news:news>
  </url>
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    <news:news>
      <news:publication>
        <news:name>The Continuum Brief</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-06-17T21:52:00+00:00</news:publication_date>
      <news:title>Missile Startup Founded by SpaceX Alumni Targets $12 Billion Valuation - The Information</news:title>
      <news:keywords>Capital Markets</news:keywords>
    </news:news>
  </url>
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    <news:news>
      <news:publication>
        <news:name>The Continuum Brief</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-06-17T21:51:52+00:00</news:publication_date>
      <news:title>Elon Musk gets a $116 billion Tesla payday</news:title>
      <news:keywords>Autonomous Systems, News, elon musk, Tesla, tsla</news:keywords>
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  </url>
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    <news:news>
      <news:publication>
        <news:name>The Continuum Brief</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-06-17T21:49:35+00:00</news:publication_date>
      <news:title>FirstFT: Lululemon apologises after Japanese drum controversy in China</news:title>
      <news:keywords>Capital Markets</news:keywords>
    </news:news>
  </url>
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    <news:news>
      <news:publication>
        <news:name>The Continuum Brief</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-06-17T21:40:00+00:00</news:publication_date>
      <news:title>Anduril and General Atomics win contracts to build drones that fly alongside fighter jets - Reuters</news:title>
      <news:keywords>Capital Markets</news:keywords>
    </news:news>
  </url>
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    <news:news>
      <news:publication>
        <news:name>The Continuum Brief</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-06-17T21:35:29+00:00</news:publication_date>
      <news:title>Odyssey Raises $310M Series B to Advance AI World Models</news:title>
      <news:keywords>Infrastructure Software</news:keywords>
    </news:news>
  </url>
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    <news:news>
      <news:publication>
        <news:name>The Continuum Brief</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-06-17T21:33:58+00:00</news:publication_date>
      <news:title>Marine Corps activates first unmanned maintenance squadron to repair its own MQ-9A Reaper drones</news:title>
      <news:keywords>Defence Tech, Tech, logistics, Marine Corps, Marine Corps aviation, Marine Unmanned Maintenance Squadron 14, MQ-9A Reaper, unmanned aerial systems</news:keywords>
    </news:news>
  </url>
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    <news:news>
      <news:publication>
        <news:name>The Continuum Brief</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-06-17T21:33:19+00:00</news:publication_date>
      <news:title>Electrify America opens its biggest battery-backed charging station</news:title>
      <news:keywords>Autonomous Systems, News</news:keywords>
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  </url>
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    <news:news>
      <news:publication>
        <news:name>The Continuum Brief</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-06-17T21:31:11+00:00</news:publication_date>
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      <news:keywords>Defence Tech, Tech, AARO, Avi Loeb, data, FBI, Office of the Director of National Intelligence (ODNI), Tim Gallaudet, transparency</news:keywords>
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  </url>
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    <news:news>
      <news:publication>
        <news:name>The Continuum Brief</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-06-17T21:30:50+00:00</news:publication_date>
      <news:title>Chi-Hua Chien saw Facebook coming; now he says the real AI winners won’t be selling AI</news:title>
      <news:keywords>Capital Markets, TC, Venture</news:keywords>
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  </url>
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    <loc>https://thecontinuumbrief.com/articles/warsh-puts-stamp-on-fed-with-immediate-changes-to-usual-routine-bloomberg</loc>
    <news:news>
      <news:publication>
        <news:name>The Continuum Brief</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-06-17T21:24:55+00:00</news:publication_date>
      <news:title>Warsh Puts Stamp on Fed With Immediate Changes to Usual Routine - Bloomberg</news:title>
      <news:keywords>Capital Markets</news:keywords>
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    <news:news>
      <news:publication>
        <news:name>The Continuum Brief</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-06-17T21:22:22+00:00</news:publication_date>
      <news:title>Trump Sends Another Mixed Message to Canada on Trade as G7 Wraps - Bloomberg.com</news:title>
      <news:keywords>Capital Markets</news:keywords>
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  </url>
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    <news:news>
      <news:publication>
        <news:name>The Continuum Brief</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-06-17T21:05:21+00:00</news:publication_date>
      <news:title>Air Force picks General Atomics, Anduril to build first CCA drone wingmen</news:title>
      <news:keywords>Defence Tech, Air Warfare, Air Force, Anduril, CCA, Collins Aerospace, Drones, General Atomics, Northrop Grumman</news:keywords>
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    <news:news>
      <news:publication>
        <news:name>The Continuum Brief</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-06-17T21:04:50+00:00</news:publication_date>
      <news:title>Verification is key in US-Iran nuclear talks, Saudi foreign minister says - Reuters</news:title>
      <news:keywords>Capital Markets</news:keywords>
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    <news:news>
      <news:publication>
        <news:name>The Continuum Brief</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-06-17T21:02:42+00:00</news:publication_date>
      <news:title>Google to use UK and EU user IP addresses for ad personalization</news:title>
      <news:keywords>Infrastructure Software, Security</news:keywords>
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  </url>
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    <news:news>
      <news:publication>
        <news:name>The Continuum Brief</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-06-17T21:00:53+00:00</news:publication_date>
      <news:title>Tesco moving 40k server workloads off VMware amid Broadcom&apos;s abusive conduct</news:title>
      <news:keywords>Infrastructure Software</news:keywords>
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  </url>
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    <news:news>
      <news:publication>
        <news:name>The Continuum Brief</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-06-17T21:00:15+00:00</news:publication_date>
      <news:title>The Cyberbullies Tormenting Teenage Girls as Blood Sport - Bloomberg.com</news:title>
      <news:keywords>Capital Markets</news:keywords>
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  </url>
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    <news:news>
      <news:publication>
        <news:name>The Continuum Brief</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-06-17T20:52:02+00:00</news:publication_date>
      <news:title>Germany&apos;s Bosch to pay U.S. $36 million for shipments to China&apos;s Huawei - Reuters</news:title>
      <news:keywords>Capital Markets</news:keywords>
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  </url>
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    <news:news>
      <news:publication>
        <news:name>The Continuum Brief</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-06-17T20:51:09+00:00</news:publication_date>
      <news:title>BMW will open i3 orders this week, months ahead of schedule, as demand takes off</news:title>
      <news:keywords>Autonomous Systems, News</news:keywords>
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    <news:news>
      <news:publication>
        <news:name>The Continuum Brief</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-06-17T20:50:39+00:00</news:publication_date>
      <news:title>NVIDIA Blackwell Delivers Fastest Results Across All MLPerf Training 6.0 Tests</news:title>
      <news:keywords>Infrastructure Software</news:keywords>
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    <news:news>
      <news:publication>
        <news:name>The Continuum Brief</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-06-17T20:49:04+00:00</news:publication_date>
      <news:title>Synopsys Launches Multiphysics Fusion Portfolio for AI and HPC Chip Design</news:title>
      <news:keywords>Infrastructure Software</news:keywords>
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  </url>
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    <news:news>
      <news:publication>
        <news:name>The Continuum Brief</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-06-17T20:49:00+00:00</news:publication_date>
      <news:title>Git good with Epic Games&apos; new open source VCS, Lore</news:title>
      <news:keywords>Infrastructure Software, devops</news:keywords>
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    <news:news>
      <news:publication>
        <news:name>The Continuum Brief</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-06-17T20:46:27+00:00</news:publication_date>
      <news:title>Intel&apos;s fab roadmap examined — Arizona, Ohio, Ireland, and the two deadlines deciding 14A process node</news:title>
      <news:keywords>Infrastructure Software, Semiconductors, Tech Industry, Manufacturing</news:keywords>
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  </url>
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    <news:news>
      <news:publication>
        <news:name>The Continuum Brief</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-06-17T20:43:15+00:00</news:publication_date>
      <news:title>Sequoia Capital’s Roelof Botha Joins SpaceX Board - The Information</news:title>
      <news:keywords>Capital Markets</news:keywords>
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  </url>
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    <news:news>
      <news:publication>
        <news:name>The Continuum Brief</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-06-17T20:32:52+00:00</news:publication_date>
      <news:title>Roelof Botha joins SpaceX’s board of directors</news:title>
      <news:keywords>AI, AI, Space, Venture, roelof botha, SpaceX</news:keywords>
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  </url>
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    <news:news>
      <news:publication>
        <news:name>The Continuum Brief</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-06-17T20:30:23+00:00</news:publication_date>
      <news:title>Air Force updates chaplain, maternity uniform guidance</news:title>
      <news:keywords>Defence Tech, / Your Air Force</news:keywords>
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    <news:news>
      <news:publication>
        <news:name>The Continuum Brief</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-06-17T20:24:28+00:00</news:publication_date>
      <news:title>After unveiling ridiculously expensive AR glasses, Snap’s stock takes a dive</news:title>
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  </url>
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    <news:news>
      <news:publication>
        <news:name>The Continuum Brief</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-06-17T20:19:45+00:00</news:publication_date>
      <news:title>Australia Makes Seabed Warfare a Top Defence Priority</news:title>
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    <news:news>
      <news:publication>
        <news:name>The Continuum Brief</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-06-17T20:17:38+00:00</news:publication_date>
      <news:title>NEA’s Tiffany Luck says enterprises are still figuring out their AI ROI</news:title>
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  </url>
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    <news:news>
      <news:publication>
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        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-06-17T20:06:22+00:00</news:publication_date>
      <news:title>Bcachefs Tools 1.38.6 Brings Many Performance Improvements</news:title>
      <news:keywords>Infrastructure Software</news:keywords>
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  </url>
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    <news:news>
      <news:publication>
        <news:name>The Continuum Brief</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-06-17T20:02:57+00:00</news:publication_date>
      <news:title>HPE’s Datacenter Networking Picture Comes Into Clearer Focus</news:title>
      <news:keywords>Infrastructure Software</news:keywords>
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  </url>
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    <news:news>
      <news:publication>
        <news:name>The Continuum Brief</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-06-17T20:02:22+00:00</news:publication_date>
      <news:title>Read the 14-point memorandum of understanding between the United States and Iran</news:title>
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    <news:news>
      <news:publication>
        <news:name>The Continuum Brief</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-06-17T20:02:22+00:00</news:publication_date>
      <news:title>Read the 14-point memorandum of understanding between the United States and Iran</news:title>
      <news:keywords>Defence Tech, / Pentagon &amp; Congress</news:keywords>
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    <news:news>
      <news:publication>
        <news:name>The Continuum Brief</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-06-17T20:02:22+00:00</news:publication_date>
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    <news:news>
      <news:publication>
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        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-06-17T20:02:22+00:00</news:publication_date>
      <news:title>Read the 14-point memorandum of understanding between the United States and Iran</news:title>
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    <news:news>
      <news:publication>
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        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-06-17T20:00:48+00:00</news:publication_date>
      <news:title>Linux 7.2 Slab Changes Include More Performance Optimizations</news:title>
      <news:keywords>Infrastructure Software</news:keywords>
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  </url>
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    <news:news>
      <news:publication>
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        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-06-17T19:50:00+00:00</news:publication_date>
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    <news:news>
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        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-06-17T19:50:00+00:00</news:publication_date>
      <news:title>Databricks and NVIDIA: Building for the Agentic Era - Cloned</news:title>
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    <news:news>
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        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-06-17T19:49:52+00:00</news:publication_date>
      <news:title>Quantum Pulse Does Industrial Light Magic To Deliver Massive Boost In Qubits</news:title>
      <news:keywords>Infrastructure Software</news:keywords>
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        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-06-17T19:46:25+00:00</news:publication_date>
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      <news:keywords>Infrastructure Software</news:keywords>
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        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-06-17T19:43:23+00:00</news:publication_date>
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    <news:news>
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        <news:language>en</news:language>
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      <news:publication_date>2026-06-17T19:40:34+00:00</news:publication_date>
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    <news:news>
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        <news:language>en</news:language>
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    <news:news>
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        <news:language>en</news:language>
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        <news:language>en</news:language>
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    <news:news>
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        <news:language>en</news:language>
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        <news:language>en</news:language>
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        <news:name>The Continuum Brief</news:name>
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        <news:name>The Continuum Brief</news:name>
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      </news:publication>
      <news:publication_date>2026-06-17T17:46:43+00:00</news:publication_date>
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    <news:news>
      <news:publication>
        <news:name>The Continuum Brief</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-06-17T17:46:42+00:00</news:publication_date>
      <news:title>DOE Selects 36th Class of Computational Science Graduate Fellows</news:title>
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    <news:news>
      <news:publication>
        <news:name>The Continuum Brief</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-06-17T17:45:41+00:00</news:publication_date>
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    <news:news>
      <news:publication>
        <news:name>The Continuum Brief</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-06-17T17:43:07+00:00</news:publication_date>
      <news:title>World model maker Odyssey nabs $1.45B valuation backed by Amazon and other big names</news:title>
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    <news:news>
      <news:publication>
        <news:name>The Continuum Brief</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-06-17T17:42:45+00:00</news:publication_date>
      <news:title>The First-Time-Right Revolution</news:title>
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    <news:news>
      <news:publication>
        <news:name>The Continuum Brief</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-06-17T17:41:53+00:00</news:publication_date>
      <news:title>Sandia and Quantinuum Report High-Fidelity Results from 98-Qubit Helios Quantum System</news:title>
      <news:keywords>Infrastructure Software</news:keywords>
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    <news:news>
      <news:publication>
        <news:name>The Continuum Brief</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-06-17T17:40:32+00:00</news:publication_date>
      <news:title>PsiQuantum Breaks Ground on Australian Site for Utility-Scale Quantum Computer</news:title>
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    <news:news>
      <news:publication>
        <news:name>The Continuum Brief</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-06-17T17:37:44+00:00</news:publication_date>
      <news:title>Legal AI startup Eve hit with patent infringement lawsuit - Reuters</news:title>
      <news:keywords>Capital Markets</news:keywords>
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    <news:news>
      <news:publication>
        <news:name>The Continuum Brief</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-06-17T17:37:30+00:00</news:publication_date>
      <news:title>Amazon has lagged OpenAI and Anthropic, but AI chief sees path to catch up in &apos;coming year&apos;</news:title>
      <news:keywords>Capital Markets</news:keywords>
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    <news:news>
      <news:publication>
        <news:name>The Continuum Brief</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-06-17T17:36:41+00:00</news:publication_date>
      <news:title>US pulls the &apos;kill-switch&apos; on Anthropic&apos;s Fable 5 AI models, sending global allies scrambling — European and Canadian leaders alarm allies over sudden export bans</news:title>
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    <news:news>
      <news:publication>
        <news:name>The Continuum Brief</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-06-17T17:31:45+00:00</news:publication_date>
      <news:title>Another day, another illegal billion-dollar bribe to raise your electricity prices</news:title>
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  </url>
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    <news:news>
      <news:publication>
        <news:name>The Continuum Brief</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-06-17T17:30:07+00:00</news:publication_date>
      <news:title>CEOs of Anthropic and Google DeepMind call for U.S.-led AI coalition in meeting at G7</news:title>
      <news:keywords>Capital Markets</news:keywords>
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    <news:news>
      <news:publication>
        <news:name>The Continuum Brief</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-06-17T17:29:45+00:00</news:publication_date>
      <news:title>What Operational Security Means Beyond Access Controls – Insights by Reindore Limited</news:title>
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    <news:news>
      <news:publication>
        <news:name>The Continuum Brief</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-06-17T17:27:40+00:00</news:publication_date>
      <news:title>Massive password-stealing attack hits 75k Fortinet firewalls</news:title>
      <news:keywords>Infrastructure Software, cyber-crime</news:keywords>
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  </url>
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    <news:news>
      <news:publication>
        <news:name>The Continuum Brief</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-06-17T17:25:29+00:00</news:publication_date>
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    <news:news>
      <news:publication>
        <news:name>The Continuum Brief</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-06-17T17:24:24+00:00</news:publication_date>
      <news:title>Want to join NGA? Bring AI skills, agency leader says</news:title>
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    <news:news>
      <news:publication>
        <news:name>The Continuum Brief</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-06-17T17:19:14+00:00</news:publication_date>
      <news:title>America’s Loss to Iran Will Unravel Geopolitics - Bloomberg.com</news:title>
      <news:keywords>Capital Markets</news:keywords>
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    <news:news>
      <news:publication>
        <news:name>The Continuum Brief</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-06-17T17:17:43+00:00</news:publication_date>
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    <news:news>
      <news:publication>
        <news:name>The Continuum Brief</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-06-17T17:11:40+00:00</news:publication_date>
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      <news:keywords>Capital Markets</news:keywords>
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    <news:news>
      <news:publication>
        <news:name>The Continuum Brief</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-06-17T17:10:52+00:00</news:publication_date>
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      <news:keywords>Capital Markets</news:keywords>
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    <news:news>
      <news:publication>
        <news:name>The Continuum Brief</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-06-17T17:10:15+00:00</news:publication_date>
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    <news:news>
      <news:publication>
        <news:name>The Continuum Brief</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-06-17T17:10:15+00:00</news:publication_date>
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    <news:news>
      <news:publication>
        <news:name>The Continuum Brief</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-06-17T17:09:51+00:00</news:publication_date>
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    <news:news>
      <news:publication>
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        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-06-17T17:05:19+00:00</news:publication_date>
      <news:title>Uncle Sam bets $500M that Alphabet spinoff&apos;s AI can dig up new semiconductor materials</news:title>
      <news:keywords>Infrastructure Software, systems</news:keywords>
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  </url>
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    <news:news>
      <news:publication>
        <news:name>The Continuum Brief</news:name>
        <news:language>en</news:language>
      </news:publication>
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    <news:news>
      <news:publication>
        <news:name>The Continuum Brief</news:name>
        <news:language>en</news:language>
      </news:publication>
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    <news:news>
      <news:publication>
        <news:name>The Continuum Brief</news:name>
        <news:language>en</news:language>
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    <news:news>
      <news:publication>
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        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-06-17T16:59:00+00:00</news:publication_date>
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    <news:news>
      <news:publication>
        <news:name>The Continuum Brief</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-06-17T16:57:35+00:00</news:publication_date>
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      <news:keywords>Capital Markets</news:keywords>
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    <news:news>
      <news:publication>
        <news:name>The Continuum Brief</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-06-17T16:56:37+00:00</news:publication_date>
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      <news:keywords>Capital Markets</news:keywords>
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    <news:news>
      <news:publication>
        <news:name>The Continuum Brief</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-06-17T16:55:13+00:00</news:publication_date>
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    <news:news>
      <news:publication>
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        <news:language>en</news:language>
      </news:publication>
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    <news:news>
      <news:publication>
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        <news:language>en</news:language>
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    <news:news>
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        <news:language>en</news:language>
      </news:publication>
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    <news:news>
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        <news:language>en</news:language>
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    <news:news>
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        <news:language>en</news:language>
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    <news:news>
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        <news:language>en</news:language>
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    <news:news>
      <news:publication>
        <news:name>The Continuum Brief</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-06-17T15:21:22+00:00</news:publication_date>
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    <news:news>
      <news:publication>
        <news:name>The Continuum Brief</news:name>
        <news:language>en</news:language>
      </news:publication>
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    <news:news>
      <news:publication>
        <news:name>The Continuum Brief</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-06-17T15:14:02+00:00</news:publication_date>
      <news:title>Allbirds continues AI pivot with name change and CEO hire, sending stock soaring</news:title>
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    <news:news>
      <news:publication>
        <news:name>The Continuum Brief</news:name>
        <news:language>en</news:language>
      </news:publication>
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    <news:news>
      <news:publication>
        <news:name>The Continuum Brief</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-06-17T15:10:38+00:00</news:publication_date>
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    <news:news>
      <news:publication>
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        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-06-17T15:04:47+00:00</news:publication_date>
      <news:title>Volkswagen started blocking GrapheneOS users</news:title>
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    <news:news>
      <news:publication>
        <news:name>The Continuum Brief</news:name>
        <news:language>en</news:language>
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    <news:news>
      <news:publication>
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        <news:language>en</news:language>
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      <news:title>What’s coming next to Free Edition</news:title>
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    <news:news>
      <news:publication>
        <news:name>The Continuum Brief</news:name>
        <news:language>en</news:language>
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    <news:news>
      <news:publication>
        <news:name>The Continuum Brief</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-06-17T15:00:18+00:00</news:publication_date>
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    <news:news>
      <news:publication>
        <news:name>The Continuum Brief</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-06-17T15:00:07+00:00</news:publication_date>
      <news:title>Quantum sensor overcomes major obstacle in search for dark matter and gravitational waves</news:title>
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    <news:news>
      <news:publication>
        <news:name>The Continuum Brief</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-06-17T15:00:05+00:00</news:publication_date>
      <news:title>AI medical tools match or surpass doctors for advice</news:title>
      <news:keywords>Capital Markets</news:keywords>
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    <news:news>
      <news:publication>
        <news:name>The Continuum Brief</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-06-17T15:00:00+00:00</news:publication_date>
      <news:title>Collecting robot training data is dirty, unglamorous work. Some AI labs are already paying XDOF to do it</news:title>
      <news:keywords>AI, AI</news:keywords>
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    <news:news>
      <news:publication>
        <news:name>The Continuum Brief</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-06-17T15:00:00+00:00</news:publication_date>
      <news:title>Digital sovereignty needs an operating model</news:title>
      <news:keywords>Infrastructure Software, security</news:keywords>
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    <news:news>
      <news:publication>
        <news:name>The Continuum Brief</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-06-17T15:00:00+00:00</news:publication_date>
      <news:title>Smartphone market to shrink 15 percent this year due to memory crisis</news:title>
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    <news:news>
      <news:publication>
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        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-06-17T15:00:00+00:00</news:publication_date>
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    <news:news>
      <news:publication>
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        <news:language>en</news:language>
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      <news:publication_date>2026-06-17T15:00:00+00:00</news:publication_date>
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      <news:publication>
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        <news:language>en</news:language>
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      <news:publication_date>2026-06-17T15:00:00+00:00</news:publication_date>
      <news:title>AWS DevOps Agent adds release management capability (preview)</news:title>
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        <news:language>en</news:language>
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    <news:news>
      <news:publication>
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        <news:language>en</news:language>
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    <news:news>
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        <news:language>en</news:language>
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    <news:news>
      <news:publication>
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        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-06-17T15:00:00+00:00</news:publication_date>
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    <news:news>
      <news:publication>
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        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-06-17T14:59:53+00:00</news:publication_date>
      <news:title>ISC 2026 Set to Welcome Global HPC Community with 188 Exhibitors</news:title>
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    <news:news>
      <news:publication>
        <news:name>The Continuum Brief</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-06-17T14:55:33+00:00</news:publication_date>
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    <news:news>
      <news:publication>
        <news:name>The Continuum Brief</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-06-17T14:50:44+00:00</news:publication_date>
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    <news:news>
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        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-06-17T14:45:20+00:00</news:publication_date>
      <news:title>Epic Games Announces Lore Open-Source Version Control System</news:title>
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    <news:news>
      <news:publication>
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        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-06-17T14:44:00+00:00</news:publication_date>
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    <news:news>
      <news:publication>
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        <news:language>en</news:language>
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      <news:publication_date>2026-06-17T14:42:47+00:00</news:publication_date>
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    <news:news>
      <news:publication>
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        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-06-17T14:42:00+00:00</news:publication_date>
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    <news:news>
      <news:publication>
        <news:name>The Continuum Brief</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-06-17T14:41:26+00:00</news:publication_date>
      <news:title>Quantum tech firm EigenQ to go public in $3 billion SPAC deal - Reuters</news:title>
      <news:keywords>Capital Markets</news:keywords>
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    <news:news>
      <news:publication>
        <news:name>The Continuum Brief</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-06-17T14:38:51+00:00</news:publication_date>
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    <news:news>
      <news:publication>
        <news:name>The Continuum Brief</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-06-17T14:35:35+00:00</news:publication_date>
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    <news:news>
      <news:publication>
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        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-06-17T14:30:27+00:00</news:publication_date>
      <news:title>Epic Games announces Lore version control system</news:title>
      <news:keywords>Infrastructure Software</news:keywords>
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    <news:news>
      <news:publication>
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        <news:language>en</news:language>
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      <news:publication_date>2026-06-17T14:30:26+00:00</news:publication_date>
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    <news:news>
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        <news:language>en</news:language>
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        <news:language>en</news:language>
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        <news:language>en</news:language>
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        <news:language>en</news:language>
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        <news:language>en</news:language>
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      <news:title>Trump Says India Trade Deal ‘Very Close,’ Hails Modi as ‘Tough’ - Bloomberg.com</news:title>
      <news:keywords>Capital Markets</news:keywords>
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    <news:news>
      <news:publication>
        <news:name>The Continuum Brief</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-06-17T14:25:56+00:00</news:publication_date>
      <news:title>SAP launches data center location in Mumbai, India</news:title>
      <news:keywords>Infrastructure Software</news:keywords>
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    <news:news>
      <news:publication>
        <news:name>The Continuum Brief</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-06-17T14:25:30+00:00</news:publication_date>
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    <news:news>
      <news:publication>
        <news:name>The Continuum Brief</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-06-17T14:25:25+00:00</news:publication_date>
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    <news:news>
      <news:publication>
        <news:name>The Continuum Brief</news:name>
        <news:language>en</news:language>
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      <news:publication_date>2026-06-17T14:25:12+00:00</news:publication_date>
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    <news:news>
      <news:publication>
        <news:name>The Continuum Brief</news:name>
        <news:language>en</news:language>
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      <news:publication_date>2026-06-17T14:22:05+00:00</news:publication_date>
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    <news:news>
      <news:publication>
        <news:name>The Continuum Brief</news:name>
        <news:language>en</news:language>
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      <news:publication_date>2026-06-17T14:20:51+00:00</news:publication_date>
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    <news:news>
      <news:publication>
        <news:name>The Continuum Brief</news:name>
        <news:language>en</news:language>
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      <news:publication_date>2026-06-17T14:20:44+00:00</news:publication_date>
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    <news:news>
      <news:publication>
        <news:name>The Continuum Brief</news:name>
        <news:language>en</news:language>
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    <news:news>
      <news:publication>
        <news:name>The Continuum Brief</news:name>
        <news:language>en</news:language>
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      <news:publication_date>2026-06-17T14:19:13+00:00</news:publication_date>
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    <news:news>
      <news:publication>
        <news:name>The Continuum Brief</news:name>
        <news:language>en</news:language>
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    <news:news>
      <news:publication>
        <news:name>The Continuum Brief</news:name>
        <news:language>en</news:language>
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      <news:publication_date>2026-06-17T14:15:22+00:00</news:publication_date>
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    <news:news>
      <news:publication>
        <news:name>The Continuum Brief</news:name>
        <news:language>en</news:language>
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    <news:news>
      <news:publication>
        <news:name>The Continuum Brief</news:name>
        <news:language>en</news:language>
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    <news:news>
      <news:publication>
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        <news:language>en</news:language>
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    <news:news>
      <news:publication>
        <news:name>The Continuum Brief</news:name>
        <news:language>en</news:language>
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    <news:news>
      <news:publication>
        <news:name>The Continuum Brief</news:name>
        <news:language>en</news:language>
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    <news:news>
      <news:publication>
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        <news:language>en</news:language>
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    <news:news>
      <news:publication>
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        <news:language>en</news:language>
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    <news:news>
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        <news:language>en</news:language>
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    <news:news>
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        <news:language>en</news:language>
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    <news:news>
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        <news:language>en</news:language>
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    <news:news>
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        <news:language>en</news:language>
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    <news:news>
      <news:publication>
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        <news:language>en</news:language>
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    <news:news>
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        <news:language>en</news:language>
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        <news:language>en</news:language>
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        <news:language>en</news:language>
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    <news:news>
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        <news:language>en</news:language>
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    <news:news>
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        <news:language>en</news:language>
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        <news:language>en</news:language>
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      <news:title>Homebrew 6.0 released with new security mechanism, Linux sandbox and more</news:title>
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    <news:news>
      <news:publication>
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        <news:language>en</news:language>
      </news:publication>
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    <news:news>
      <news:publication>
        <news:name>The Continuum Brief</news:name>
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    <news:news>
      <news:publication>
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        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-06-17T13:28:06+00:00</news:publication_date>
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    <news:news>
      <news:publication>
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        <news:language>en</news:language>
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      <news:title>Google, Microsoft, and OpenAI join forces to help create AI’s missing trust layer</news:title>
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    <news:news>
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      <news:title>Atom Computing and Nu Quantum Partner to Unlock Utility-Scale Quantum Computing</news:title>
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    <news:news>
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    <news:news>
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    <news:news>
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    <news:news>
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        <news:language>en</news:language>
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    <news:news>
      <news:publication>
        <news:name>The Continuum Brief</news:name>
        <news:language>en</news:language>
      </news:publication>
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    <news:news>
      <news:publication>
        <news:name>The Continuum Brief</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-06-17T11:30:32+00:00</news:publication_date>
      <news:title>Ofgem considers power curtailment rules for data centers during grid stress - report</news:title>
      <news:keywords>Infrastructure Software</news:keywords>
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    <news:news>
      <news:publication>
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        <news:language>en</news:language>
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      <news:publication_date>2026-06-17T11:29:22+00:00</news:publication_date>
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    <news:news>
      <news:publication>
        <news:name>The Continuum Brief</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-06-17T11:28:15+00:00</news:publication_date>
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    <news:news>
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        <news:language>en</news:language>
      </news:publication>
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    <news:news>
      <news:publication>
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        <news:language>en</news:language>
      </news:publication>
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    <news:news>
      <news:publication>
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        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-06-17T11:13:08+00:00</news:publication_date>
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    <news:news>
      <news:publication>
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        <news:language>en</news:language>
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    <news:news>
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        <news:language>en</news:language>
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    <news:news>
      <news:publication>
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        <news:language>en</news:language>
      </news:publication>
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    <news:news>
      <news:publication>
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        <news:language>en</news:language>
      </news:publication>
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    <news:news>
      <news:publication>
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        <news:language>en</news:language>
      </news:publication>
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      <news:keywords>Infrastructure Software, QCon AI 2025, Transcripts, Large language models, Model, AI, ML &amp; Data Engineering, presentation</news:keywords>
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    <news:news>
      <news:publication>
        <news:name>The Continuum Brief</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-06-17T11:01:07+00:00</news:publication_date>
      <news:title>Brit competition cops order Google to make search rankings less mysterious</news:title>
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    <news:news>
      <news:publication>
        <news:name>The Continuum Brief</news:name>
        <news:language>en</news:language>
      </news:publication>
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    <news:news>
      <news:publication>
        <news:name>The Continuum Brief</news:name>
        <news:language>en</news:language>
      </news:publication>
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    <news:news>
      <news:publication>
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        <news:language>en</news:language>
      </news:publication>
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    <news:news>
      <news:publication>
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        <news:language>en</news:language>
      </news:publication>
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    <news:news>
      <news:publication>
        <news:name>The Continuum Brief</news:name>
        <news:language>en</news:language>
      </news:publication>
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    <news:news>
      <news:publication>
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        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-06-17T11:00:00+00:00</news:publication_date>
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    <news:news>
      <news:publication>
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        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-06-17T10:51:17+00:00</news:publication_date>
      <news:title>RFC 10008: The new HTTP Query Method</news:title>
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  </url>
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    <news:news>
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        <news:language>en</news:language>
      </news:publication>
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    <news:news>
      <news:publication>
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        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-06-17T10:45:00+00:00</news:publication_date>
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    <news:news>
      <news:publication>
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        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-06-17T10:40:00+00:00</news:publication_date>
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      <news:keywords>Capital Markets</news:keywords>
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    <news:news>
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        <news:language>en</news:language>
      </news:publication>
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        <news:language>en</news:language>
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    <news:news>
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        <news:language>en</news:language>
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    <news:news>
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        <news:language>en</news:language>
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        <news:language>en</news:language>
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        <news:language>en</news:language>
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        <news:language>en</news:language>
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        <news:name>The Continuum Brief</news:name>
        <news:language>en</news:language>
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        <news:language>en</news:language>
      </news:publication>
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    <news:news>
      <news:publication>
        <news:name>The Continuum Brief</news:name>
        <news:language>en</news:language>
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    <news:news>
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        <news:language>en</news:language>
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    <news:news>
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        <news:language>en</news:language>
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    <news:news>
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    <news:news>
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      <news:publication>
        <news:name>The Continuum Brief</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-06-17T08:00:00+00:00</news:publication_date>
      <news:title>UK Social Media Ban for Minors Has Privacy Experts Worried</news:title>
      <news:keywords>Infrastructure Software</news:keywords>
    </news:news>
  </url>
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    <news:news>
      <news:publication>
        <news:name>The Continuum Brief</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-06-17T08:00:00+00:00</news:publication_date>
      <news:title>Flagright secures $12.5M Series A to scale AI compliance platform</news:title>
      <news:keywords>Capital Markets, Software development</news:keywords>
    </news:news>
  </url>
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    <news:news>
      <news:publication>
        <news:name>The Continuum Brief</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-06-17T08:00:00+00:00</news:publication_date>
      <news:title>GitHub Copilot Desktop App Targets Parallel Agentic Workflows</news:title>
      <news:keywords>Infrastructure Software, Agents, github, copilot, Development, DevOps, AI, ML &amp; Data Engineering, news</news:keywords>
    </news:news>
  </url>
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    <news:news>
      <news:publication>
        <news:name>The Continuum Brief</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-06-17T08:00:00+00:00</news:publication_date>
      <news:title>IO_uring, NVMe &amp; Other Block + Device Mapper Changes Merged For Linux 7.2</news:title>
      <news:keywords>Infrastructure Software</news:keywords>
    </news:news>
  </url>
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    <news:news>
      <news:publication>
        <news:name>The Continuum Brief</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-06-17T07:49:44+00:00</news:publication_date>
      <news:title>Hacker News but for Independent Blogs</news:title>
      <news:keywords>Infrastructure Software</news:keywords>
    </news:news>
  </url>
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    <news:news>
      <news:publication>
        <news:name>The Continuum Brief</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-06-17T07:33:40+00:00</news:publication_date>
      <news:title>Raymond partners with Third Wave Automation to expand physical AI across lift truck fleets</news:title>
      <news:keywords>Robotics, Artificial Intelligence, Material handling, News, AI-powered forklifts, automation news, autonomous forklifts, autonomous vehicles, forklift automation</news:keywords>
    </news:news>
  </url>
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    <news:news>
      <news:publication>
        <news:name>The Continuum Brief</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-06-17T07:30:35+00:00</news:publication_date>
      <news:title>Macron’s Nuclear Gamble: Building a European Deterrent Faster Than French Politics Can Tear Down</news:title>
      <news:keywords>Defence Tech, Commentary, Alliances, France, Nuclear War</news:keywords>
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  </url>
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    <news:news>
      <news:publication>
        <news:name>The Continuum Brief</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-06-17T07:30:09+00:00</news:publication_date>
      <news:title>BMW Is Opening i3 Orders Way Ahead Of Scheduled Due To Huge Demand</news:title>
      <news:keywords>Autonomous Systems</news:keywords>
    </news:news>
  </url>
  <url>
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    <news:news>
      <news:publication>
        <news:name>The Continuum Brief</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-06-17T07:30:00+00:00</news:publication_date>
      <news:title>Tesco is sprinting to quit VMware and Broadcom despite rapid migration risks</news:title>
      <news:keywords>Infrastructure Software, virtualization</news:keywords>
    </news:news>
  </url>
  <url>
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    <news:news>
      <news:publication>
        <news:name>The Continuum Brief</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-06-17T07:25:05+00:00</news:publication_date>
      <news:title>RLWRLD named World Economic Forum Technology Pioneer for advancing physical AI infrastructure</news:title>
      <news:keywords>Robotics, Artificial Intelligence, News, Technology, AI infrastructure, artificial intelligence, automation news, automation standards, DexBench</news:keywords>
    </news:news>
  </url>
  <url>
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    <news:news>
      <news:publication>
        <news:name>The Continuum Brief</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-06-17T07:20:16+00:00</news:publication_date>
      <news:title>Atom Computing Raises More Than $300 Million to Accelerate Deployment of Fault-Tolerant, Neutral-Atom Quantum Computers</news:title>
      <news:keywords>Quantum, Capital Markets, Quantum Business, atom computing, Colorado, letter-of-intent, Series C, Third Point Ventures, U.S. Department of Commerce</news:keywords>
    </news:news>
  </url>
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    <news:news>
      <news:publication>
        <news:name>The Continuum Brief</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-06-17T07:15:51+00:00</news:publication_date>
      <news:title>Three Short Tales on War Brad Carson Wants You to Read</news:title>
      <news:keywords>Defence Tech, Book Reviews, Commentary</news:keywords>
    </news:news>
  </url>
  <url>
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    <news:news>
      <news:publication>
        <news:name>The Continuum Brief</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-06-17T07:15:50+00:00</news:publication_date>
      <news:title>Iran to Gain Major Financial Relief Under Interim Deal With US - Bloomberg.com</news:title>
      <news:keywords>Capital Markets</news:keywords>
    </news:news>
  </url>
  <url>
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    <news:news>
      <news:publication>
        <news:name>The Continuum Brief</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-06-17T07:15:45+00:00</news:publication_date>
      <news:title>How Kodiak uses AI and probabilistic risk assessment to measure autonomous trucking safety</news:title>
      <news:keywords>Robotics, Autonomous Vehicles, Computing, Features, Software, ai safety, automation news, autonomous driving, autonomous truck safety</news:keywords>
    </news:news>
  </url>
  <url>
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    <news:news>
      <news:publication>
        <news:name>The Continuum Brief</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-06-17T07:15:07+00:00</news:publication_date>
      <news:title>Signoff Of Synthesis-Optimized Registers</news:title>
      <news:keywords>Infrastructure Software, System-Level Design, Videos, 2nm, PPA, sign off, Synopsys, synthesis, waivers</news:keywords>
    </news:news>
  </url>
  <url>
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    <news:news>
      <news:publication>
        <news:name>The Continuum Brief</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-06-17T07:09:54+00:00</news:publication_date>
      <news:title>&apos;A signal of where power sits&apos;: Trump and world leaders joined by OpenAI, Anthropic, Google at G7</news:title>
      <news:keywords>Capital Markets</news:keywords>
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  </url>
  <url>
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    <news:news>
      <news:publication>
        <news:name>The Continuum Brief</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-06-17T07:07:56+00:00</news:publication_date>
      <news:title>Kodak confirms data breach claimed by ShinyHunters extortion gang</news:title>
      <news:keywords>Infrastructure Software, Security</news:keywords>
    </news:news>
  </url>
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    <news:news>
      <news:publication>
        <news:name>The Continuum Brief</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-06-17T07:07:55+00:00</news:publication_date>
      <news:title>From backflips to folding laundry: How X Square Robot is building the missing ‘brain’ for embodied AI</news:title>
      <news:keywords>Robotics, Computing, Humanoids, News, Robot simulation, ai robotics, artificial intelligence, automation news, Autonomous robots</news:keywords>
    </news:news>
  </url>
  <url>
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    <news:news>
      <news:publication>
        <news:name>The Continuum Brief</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-06-17T07:04:42+00:00</news:publication_date>
      <news:title>The founder&apos;s playbook: Building an AI-native startup</news:title>
      <news:keywords>Infrastructure Software</news:keywords>
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  </url>
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    <news:news>
      <news:publication>
        <news:name>The Continuum Brief</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-06-17T07:02:37+00:00</news:publication_date>
      <news:title>FP8 or FP64? AMD Says It Will Give Scientists What They Need</news:title>
      <news:keywords>Infrastructure Software, Features, AMD Instinct MI430X, FP64, FP8, MI430X, Ozaki Scheme, science</news:keywords>
    </news:news>
  </url>
  <url>
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    <news:news>
      <news:publication>
        <news:name>The Continuum Brief</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-06-17T07:01:56+00:00</news:publication_date>
      <news:title>Designing Chips That Can Explain Themselves</news:title>
      <news:keywords>Infrastructure Software, Round Tables, System-Level Design, Top Stories, Arteris, Axiomise, Baya Systems, Cadence, DFT</news:keywords>
    </news:news>
  </url>
  <url>
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    <news:news>
      <news:publication>
        <news:name>The Continuum Brief</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-06-17T07:01:51+00:00</news:publication_date>
      <news:title>Are US construction supply chains buckling under the weight of the AI revolution?</news:title>
      <news:keywords>Infrastructure Software</news:keywords>
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  </url>
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    <news:news>
      <news:publication>
        <news:name>The Continuum Brief</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-06-17T07:01:36+00:00</news:publication_date>
      <news:title>Blog Review: June 17</news:title>
      <news:keywords>Infrastructure Software, Blog Reviews, Business, News, System-Level Design, ARM, Cadence, JST, Keysight</news:keywords>
    </news:news>
  </url>
  <url>
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    <news:news>
      <news:publication>
        <news:name>The Continuum Brief</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-06-17T07:00:30+00:00</news:publication_date>
      <news:title>University of Hamburg plans computer center renovation</news:title>
      <news:keywords>Infrastructure Software</news:keywords>
    </news:news>
  </url>
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    <news:news>
      <news:publication>
        <news:name>The Continuum Brief</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-06-17T07:00:00+00:00</news:publication_date>
      <news:title>Naval Group’s MPLS Close-In Weapon System Becomes ‘Rampart’</news:title>
      <news:keywords>Defence Tech, News, CIWS, MPLS, Naval Group, Rampart</news:keywords>
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  </url>
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    <news:news>
      <news:publication>
        <news:name>The Continuum Brief</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-06-17T07:00:00+00:00</news:publication_date>
      <news:title>Sponsored: Why AI infrastructure demands a new conversation</news:title>
      <news:keywords>Infrastructure Software</news:keywords>
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  </url>
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    <news:news>
      <news:publication>
        <news:name>The Continuum Brief</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-06-17T07:00:00+00:00</news:publication_date>
      <news:title>Sponsored: High-density multicore fiber as a sustainability lever</news:title>
      <news:keywords>Infrastructure Software</news:keywords>
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  </url>
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    <news:news>
      <news:publication>
        <news:name>The Continuum Brief</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-06-17T07:00:00+00:00</news:publication_date>
      <news:title>Introducing AWS Continuum for security at machine speed</news:title>
      <news:keywords>Infrastructure Software, marketing:marchitecture/security-identity-and-compliance,https://staging.prod.website.marketing.aws.dev/continuum/</news:keywords>
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  </url>
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    <news:news>
      <news:publication>
        <news:name>The Continuum Brief</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-06-17T07:00:00+00:00</news:publication_date>
      <news:title>Oracle Database@AWS now supports Oracle Autonomous AI Database Serverless</news:title>
      <news:keywords>Infrastructure Software, marketing:marchitecture/databases</news:keywords>
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  </url>
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    <news:news>
      <news:publication>
        <news:name>The Continuum Brief</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-06-17T07:00:00+00:00</news:publication_date>
      <news:title>AWS Secrets Manager introduces safe secrets handling in the Agent Toolkit for AWS</news:title>
      <news:keywords>Infrastructure Software, general:products/aws-secrets-manager</news:keywords>
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  </url>
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    <news:news>
      <news:publication>
        <news:name>The Continuum Brief</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-06-17T06:59:38+00:00</news:publication_date>
      <news:title>Size matters: KNDS pitches long-barreled artillery for 60-kilometer base range</news:title>
      <news:keywords>Defence Tech, / Europe</news:keywords>
    </news:news>
  </url>
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    <news:news>
      <news:publication>
        <news:name>The Continuum Brief</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-06-17T06:50:30+00:00</news:publication_date>
      <news:title>Skyworks: The Discount Is Too Wide For The Catalysts Ahead</news:title>
      <news:keywords>Capital Markets, QRVO, SWKS, The Curious Analyst</news:keywords>
    </news:news>
  </url>
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    <news:news>
      <news:publication>
        <news:name>The Continuum Brief</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-06-17T06:42:00+00:00</news:publication_date>
      <news:title>Uzbek president pledges continued reforms, tax-free zone at Tashkent forum - Reuters</news:title>
      <news:keywords>Capital Markets</news:keywords>
    </news:news>
  </url>
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    <news:news>
      <news:publication>
        <news:name>The Continuum Brief</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-06-17T06:32:04+00:00</news:publication_date>
      <news:title>Micron: New Data Indicates Consensus Estimates Are Too Conservative (Earnings Preview)</news:title>
      <news:keywords>Capital Markets, MU, MU:CA, ZMIC:CA, The Efficient Investor</news:keywords>
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  </url>
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    <news:news>
      <news:publication>
        <news:name>The Continuum Brief</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-06-17T06:31:00+00:00</news:publication_date>
      <news:title>Developers build the best tools for developers – and are now defanging the AI menace</news:title>
      <news:keywords>Infrastructure Software, ai and ml</news:keywords>
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  </url>
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    <news:news>
      <news:publication>
        <news:name>The Continuum Brief</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-06-17T06:25:54+00:00</news:publication_date>
      <news:title>HPE Adds Nvidia Vera CPUs to Private Cloud AI Offering</news:title>
      <news:keywords>Infrastructure Software, Features, HPE AI Private Cloud, HPE Private Cloud AI</news:keywords>
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  </url>
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      <news:publication>
        <news:name>The Continuum Brief</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-06-17T06:24:00+00:00</news:publication_date>
      <news:title>Oil Holds Near Three-Month Low as Iran Deal Seen Boosting Supply - Bloomberg.com</news:title>
      <news:keywords>Capital Markets</news:keywords>
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  </url>
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    <news:news>
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        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-06-17T06:18:05+00:00</news:publication_date>
      <news:title>Intel says 18A-P manufacturing process node enters risk production phase</news:title>
      <news:keywords>Capital Markets, INTC, INTC:CA, ZINT:CA</news:keywords>
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  </url>
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    <news:news>
      <news:publication>
        <news:name>The Continuum Brief</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-06-17T06:17:37+00:00</news:publication_date>
      <news:title>U.S. stalls blacklist plans for DeepSeek, Chinese tech firms to avoid escalating tensions - report</news:title>
      <news:keywords>Capital Markets, BIDU, NVDA, BYDDF, TCEHY, CFTLF, BABA, NVDA:CA, DEEPSEEK</news:keywords>
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  </url>
  <url>
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    <news:news>
      <news:publication>
        <news:name>The Continuum Brief</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-06-17T06:13:00+00:00</news:publication_date>
      <news:title>Selling cheese to Hong Kong: UK exporters adapt to life outside the EU a decade after Brexit vote - Reuters</news:title>
      <news:keywords>Capital Markets</news:keywords>
    </news:news>
  </url>
  <url>
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    <news:news>
      <news:publication>
        <news:name>The Continuum Brief</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-06-17T06:09:00+00:00</news:publication_date>
      <news:title>Why another US state is preparing a 10 mph e-bike speed limit [Update]</news:title>
      <news:keywords>Autonomous Systems, News</news:keywords>
    </news:news>
  </url>
  <url>
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    <news:news>
      <news:publication>
        <news:name>The Continuum Brief</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-06-17T06:05:00+00:00</news:publication_date>
      <news:title>NeuralTrust closes $20M to expand AI agent security platform</news:title>
      <news:keywords>Capital Markets, Artificial Intelligence</news:keywords>
    </news:news>
  </url>
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    <news:news>
      <news:publication>
        <news:name>The Continuum Brief</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-06-17T05:37:40+00:00</news:publication_date>
      <news:title>[AINews] GLM-5.2: the top Frontend Coding model in the world, IndexShare for Speculative Decoding</news:title>
      <news:keywords>AI</news:keywords>
    </news:news>
  </url>
  <url>
    <loc>https://thecontinuumbrief.com/articles/italian-mother-takes-on-meta-tiktok-after-daughters-death-reuters</loc>
    <news:news>
      <news:publication>
        <news:name>The Continuum Brief</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-06-17T05:31:51+00:00</news:publication_date>
      <news:title>Italian mother takes on Meta, TikTok after daughter&apos;s death - Reuters</news:title>
      <news:keywords>Capital Markets</news:keywords>
    </news:news>
  </url>
  <url>
    <loc>https://thecontinuumbrief.com/articles/credo-the-ai-connectivity-winner-emerges</loc>
    <news:news>
      <news:publication>
        <news:name>The Continuum Brief</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-06-17T05:27:56+00:00</news:publication_date>
      <news:title>Credo: The AI Connectivity Winner Emerges</news:title>
      <news:keywords>Capital Markets, CRDO, Alpha Line</news:keywords>
    </news:news>
  </url>
  <url>
    <loc>https://thecontinuumbrief.com/articles/michael-burry-blasts-spacexs-3t-valuation-but-skips-out-on-shorting-it</loc>
    <news:news>
      <news:publication>
        <news:name>The Continuum Brief</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-06-17T05:14:26+00:00</news:publication_date>
      <news:title>Michael Burry blasts SpaceX’s $3T valuation but skips out on shorting It</news:title>
      <news:keywords>Capital Markets, SPCX, AAPL, GOOG, NVDA, GOOGL, CRWV</news:keywords>
    </news:news>
  </url>
  <url>
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    <news:news>
      <news:publication>
        <news:name>The Continuum Brief</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-06-17T05:05:00+00:00</news:publication_date>
      <news:title>Explainer: Has Trump achieved his goals in the war with Iran? - Reuters</news:title>
      <news:keywords>Capital Markets</news:keywords>
    </news:news>
  </url>
  <url>
    <loc>https://thecontinuumbrief.com/articles/europe-frets-about-us-ai-as-tech-world-flocks-to-france-for-g7-vivatech-reuters</loc>
    <news:news>
      <news:publication>
        <news:name>The Continuum Brief</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-06-17T05:04:00+00:00</news:publication_date>
      <news:title>Europe frets about US AI as tech world flocks to France for G7, VivaTech - Reuters</news:title>
      <news:keywords>Capital Markets</news:keywords>
    </news:news>
  </url>
  <url>
    <loc>https://thecontinuumbrief.com/articles/four-mistakes-not-to-make-as-a-first-time-founder</loc>
    <news:news>
      <news:publication>
        <news:name>The Continuum Brief</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-06-17T05:00:50+00:00</news:publication_date>
      <news:title>Four mistakes not to make as a first-time founder</news:title>
      <news:keywords>Capital Markets</news:keywords>
    </news:news>
  </url>
  <url>
    <loc>https://thecontinuumbrief.com/articles/series-d-funding-rises-308-in-first-half-of-2026</loc>
    <news:news>
      <news:publication>
        <news:name>The Continuum Brief</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-06-17T05:00:33+00:00</news:publication_date>
      <news:title>Series D funding rises 308% in first half of 2026</news:title>
      <news:keywords>Capital Markets</news:keywords>
    </news:news>
  </url>
  <url>
    <loc>https://thecontinuumbrief.com/articles/tar-raises-27m-to-build-behind-the-meter-renewable-power-systems-for-data-center</loc>
    <news:news>
      <news:publication>
        <news:name>The Continuum Brief</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-06-17T05:00:29+00:00</news:publication_date>
      <news:title>TAR raises $27m to build behind-the-meter renewable power systems for data centers - report</news:title>
      <news:keywords>Infrastructure Software</news:keywords>
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  </url>
  <url>
    <loc>https://thecontinuumbrief.com/articles/amazon-bedrock-managed-knowledge-base-is-now-generally-available</loc>
    <news:news>
      <news:publication>
        <news:name>The Continuum Brief</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-06-17T05:00:00+00:00</news:publication_date>
      <news:title>Amazon Bedrock Managed Knowledge Base is now generally available</news:title>
      <news:keywords>Infrastructure Software, marketing:marchitecture/artificial-intelligence,general:products/amazon-bedrock</news:keywords>
    </news:news>
  </url>
  <url>
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    <news:news>
      <news:publication>
        <news:name>The Continuum Brief</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-06-17T04:41:00+00:00</news:publication_date>
      <news:title>China’s Central Bank Hints at Shift to Fed-Style Rate Setting - Bloomberg.com</news:title>
      <news:keywords>Capital Markets</news:keywords>
    </news:news>
  </url>
  <url>
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    <news:news>
      <news:publication>
        <news:name>The Continuum Brief</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-06-17T04:32:00+00:00</news:publication_date>
      <news:title>Oil Tankers U-Turn, Rush to Middle East Before Hormuz Reopening - Bloomberg.com</news:title>
      <news:keywords>Capital Markets</news:keywords>
    </news:news>
  </url>
  <url>
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    <news:news>
      <news:publication>
        <news:name>The Continuum Brief</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-06-17T04:28:00+00:00</news:publication_date>
      <news:title>PBOC Announces Tool to Boost Yuan Usage by Foreign Central Banks - Bloomberg.com</news:title>
      <news:keywords>Capital Markets</news:keywords>
    </news:news>
  </url>
  <url>
    <loc>https://thecontinuumbrief.com/articles/snb-reviews-franc-alert-level-before-middle-east-peace-deal-bloombergcom</loc>
    <news:news>
      <news:publication>
        <news:name>The Continuum Brief</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-06-17T04:15:00+00:00</news:publication_date>
      <news:title>SNB Reviews Franc Alert Level Before Middle East Peace Deal - Bloomberg.com</news:title>
      <news:keywords>Capital Markets</news:keywords>
    </news:news>
  </url>
  <url>
    <loc>https://thecontinuumbrief.com/articles/tech-exchange</loc>
    <news:news>
      <news:publication>
        <news:name>The Continuum Brief</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-06-17T04:07:18+00:00</news:publication_date>
      <news:title>Tech Exchange</news:title>
      <news:keywords>Capital Markets</news:keywords>
    </news:news>
  </url>
  <url>
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    <news:news>
      <news:publication>
        <news:name>The Continuum Brief</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-06-17T04:06:00+00:00</news:publication_date>
      <news:title>India Adopts China’s Strict Gaokao Playbook to Avert Exam Leak - Bloomberg.com</news:title>
      <news:keywords>Capital Markets</news:keywords>
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  </url>
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    <news:news>
      <news:publication>
        <news:name>The Continuum Brief</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-06-17T04:02:00+00:00</news:publication_date>
      <news:title>Range Rovers Go for Half-Price in China as Gas Car Demand Slumps - Bloomberg.com</news:title>
      <news:keywords>Capital Markets</news:keywords>
    </news:news>
  </url>
  <url>
    <loc>https://thecontinuumbrief.com/articles/g7-leaders-tackle-reliance-on-china-for-critical-minerals-reuters</loc>
    <news:news>
      <news:publication>
        <news:name>The Continuum Brief</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-06-17T04:01:00+00:00</news:publication_date>
      <news:title>G7 leaders tackle reliance on China for critical minerals - Reuters</news:title>
      <news:keywords>Capital Markets</news:keywords>
    </news:news>
  </url>
  <url>
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    <news:news>
      <news:publication>
        <news:name>The Continuum Brief</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-06-17T04:00:44+00:00</news:publication_date>
      <news:title>Elon Musk: Wall Street’s new roll-up artist</news:title>
      <news:keywords>Capital Markets</news:keywords>
    </news:news>
  </url>
  <url>
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    <news:news>
      <news:publication>
        <news:name>The Continuum Brief</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-06-17T04:00:44+00:00</news:publication_date>
      <news:title>Jeff Bezos backs UK start-up CuspAI in $400mn funding round</news:title>
      <news:keywords>Capital Markets</news:keywords>
    </news:news>
  </url>
  <url>
    <loc>https://thecontinuumbrief.com/articles/amazon-backs-ai-start-up-developing-models-to-simulate-physical-world</loc>
    <news:news>
      <news:publication>
        <news:name>The Continuum Brief</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-06-17T04:00:44+00:00</news:publication_date>
      <news:title>Amazon backs AI start-up developing models to simulate physical world</news:title>
      <news:keywords>Capital Markets</news:keywords>
    </news:news>
  </url>
  <url>
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    <news:news>
      <news:publication>
        <news:name>The Continuum Brief</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-06-17T04:00:44+00:00</news:publication_date>
      <news:title>Defence not likely to be a panacea for European carmakers</news:title>
      <news:keywords>Capital Markets</news:keywords>
    </news:news>
  </url>
  <url>
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    <news:news>
      <news:publication>
        <news:name>The Continuum Brief</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-06-17T04:00:25+00:00</news:publication_date>
      <news:title>Bharti Airtel shareholders vote in favor to increase Airtel Africa stake</news:title>
      <news:keywords>Infrastructure Software</news:keywords>
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  </url>
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    <news:news>
      <news:publication>
        <news:name>The Continuum Brief</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-06-17T04:00:24+00:00</news:publication_date>
      <news:title>We have to manage the AI revolution</news:title>
      <news:keywords>Capital Markets</news:keywords>
    </news:news>
  </url>
  <url>
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    <news:news>
      <news:publication>
        <news:name>The Continuum Brief</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-06-17T04:00:24+00:00</news:publication_date>
      <news:title>Huawei’s big comeback tests limits of US chip controls</news:title>
      <news:keywords>Capital Markets</news:keywords>
    </news:news>
  </url>
  <url>
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    <news:news>
      <news:publication>
        <news:name>The Continuum Brief</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-06-17T04:00:14+00:00</news:publication_date>
      <news:title>Sequoia’s Luciana Lixandru: Can Europe build a trillion-dollar tech company?</news:title>
      <news:keywords>Capital Markets</news:keywords>
    </news:news>
  </url>
  <url>
    <loc>https://thecontinuumbrief.com/articles/data-centre-deals-attract-billions-despite-geopolitical-tensions</loc>
    <news:news>
      <news:publication>
        <news:name>The Continuum Brief</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-06-17T04:00:14+00:00</news:publication_date>
      <news:title>Data centre deals attract billions despite geopolitical tensions</news:title>
      <news:keywords>Capital Markets</news:keywords>
    </news:news>
  </url>
  <url>
    <loc>https://thecontinuumbrief.com/articles/could-ai-tell-you-where-you-left-your-keys</loc>
    <news:news>
      <news:publication>
        <news:name>The Continuum Brief</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-06-17T04:00:00+00:00</news:publication_date>
      <news:title>Could AI tell you where you left your keys?</news:title>
      <news:keywords>AI, Research, Computer science and technology, Algorithms, Artificial intelligence, Machine learning, Robotics, Computer vision, Autonomous vehicles</news:keywords>
    </news:news>
  </url>
  <url>
    <loc>https://thecontinuumbrief.com/articles/self-generated-error-training-for-token-editing-in-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>2026-06-17T04:00:00+00:00</news:publication_date>
      <news:title>Self-Generated Error Training for Token Editing in Diffusion Language Models</news:title>
      <news:keywords>AI, cs.CL</news:keywords>
    </news:news>
  </url>
  <url>
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    <news:news>
      <news:publication>
        <news:name>The Continuum Brief</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-06-17T04:00:00+00:00</news:publication_date>
      <news:title>Speaking in Self-Assessing Tongues: On the Verbalized Confidence of LLMs in Machine Translation</news:title>
      <news:keywords>AI, cs.CL</news:keywords>
    </news:news>
  </url>
  <url>
    <loc>https://thecontinuumbrief.com/articles/promptmn-pseudo-prompting-language</loc>
    <news:news>
      <news:publication>
        <news:name>The Continuum Brief</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-06-17T04:00:00+00:00</news:publication_date>
      <news:title>PromptMN: Pseudo Prompting Language</news:title>
      <news:keywords>AI, cs.CL, cs.AI, cs.HC, cs.PL, cs.SE</news:keywords>
    </news:news>
  </url>
  <url>
    <loc>https://thecontinuumbrief.com/articles/do-large-language-models-always-tell-the-same-stories</loc>
    <news:news>
      <news:publication>
        <news:name>The Continuum Brief</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-06-17T04:00:00+00:00</news:publication_date>
      <news:title>Do Large Language Models Always Tell The Same Stories?</news:title>
      <news:keywords>AI, cs.CL, cs.AI</news:keywords>
    </news:news>
  </url>
  <url>
    <loc>https://thecontinuumbrief.com/articles/implicit-vs-explicit-prompting-strategies-for-lvlms-in-referential-communication</loc>
    <news:news>
      <news:publication>
        <news:name>The Continuum Brief</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-06-17T04:00:00+00:00</news:publication_date>
      <news:title>Implicit vs. Explicit Prompting Strategies for LVLMs in Referential Communication</news:title>
      <news:keywords>AI, cs.CL, cs.AI</news:keywords>
    </news:news>
  </url>
  <url>
    <loc>https://thecontinuumbrief.com/articles/memslides-a-hierarchical-memory-driven-agent-framework-for-personalized-slide-ge</loc>
    <news:news>
      <news:publication>
        <news:name>The Continuum Brief</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-06-17T04:00:00+00:00</news:publication_date>
      <news:title>MemSlides: A Hierarchical Memory Driven Agent Framework for Personalized Slide Generation with Multi-turn Local Revision</news:title>
      <news:keywords>AI, cs.CL, cs.HC, cs.MA</news:keywords>
    </news:news>
  </url>
  <url>
    <loc>https://thecontinuumbrief.com/articles/mllp-vrain-upv-system-for-the-iwslt-2026-simultaneous-speech-translation-task</loc>
    <news:news>
      <news:publication>
        <news:name>The Continuum Brief</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-06-17T04:00:00+00:00</news:publication_date>
      <news:title>MLLP-VRAIN UPV system for the IWSLT 2026 Simultaneous Speech Translation task</news:title>
      <news:keywords>AI, cs.CL, cs.AI</news:keywords>
    </news:news>
  </url>
  <url>
    <loc>https://thecontinuumbrief.com/articles/are-you-speaking-my-languages-on-spoken-language-adherence-in-multimodal-llms</loc>
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    </news:news>
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  </url>
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