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    </news:news>
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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>2026-06-25T22:24:00+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>
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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>
      </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>
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    <news:news>
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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>
      <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>
      <news:publication>
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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>
      <news:publication>
        <news:name>The Continuum Brief</news:name>
        <news:language>en</news:language>
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      <news:publication_date>2026-06-25T21:00:00+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>2026-06-25T20:59:02+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:news>
      <news:publication>
        <news:name>The Continuum Brief</news:name>
        <news:language>en</news:language>
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      <news:title>OpenAI says employees moving beyond chat to agents</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:publication_date>2026-06-25T19:51:06+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:title>Order-tracking app Shop abused to push callback phishing attacks</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>2026-06-25T19:42:50+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>
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        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-06-25T19:30:00+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>2026-06-25T19:20:34+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>2026-06-25T19:18:25+00:00</news:publication_date>
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    <news:news>
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        <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:title>Local Police Collusion Hampers Crackdown on Asian Scam Centers</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>2026-06-25T19:04:57+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>2026-06-25T19:00:00+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: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>
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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: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: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: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:publication_date>2026-06-25T18:32:59+00:00</news:publication_date>
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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:publication_date>2026-06-25T18:29:20+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:publication_date>2026-06-25T18:19:43+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>2026-06-25T18:12:38+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>2026-06-25T18:01:48+00:00</news:publication_date>
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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:publication>
        <news:name>The Continuum Brief</news:name>
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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>
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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: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:name>The Continuum Brief</news:name>
        <news:language>en</news:language>
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    <news:news>
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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>
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        <news:language>en</news:language>
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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>2026-06-25T16:17:31+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>2026-06-25T16:15:00+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>
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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>
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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>2026-06-25T16:02:18+00:00</news:publication_date>
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    <news:news>
      <news:publication>
        <news:name>The Continuum Brief</news:name>
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      </news:publication>
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    <news:news>
      <news:publication>
        <news:name>The Continuum Brief</news:name>
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      </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>2026-06-25T16:00:00+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>2026-06-25T15:59:00+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>2026-06-25T15:58:28+00:00</news:publication_date>
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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:language>en</news:language>
      </news:publication>
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      <news:title>OS9Map</news:title>
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    <news:news>
      <news:publication>
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      <news:keywords>Infrastructure Software, AI Agents, Model Context Protocol (MCP), Platform Engineering, sponsor-port, sponsored-post-contributed</news:keywords>
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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:title>Bluekit phishing kit adopts browser-in-the-middle for login theft</news:title>
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    <news:news>
      <news:publication>
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        <news:language>en</news:language>
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      <news:title>Recovery has to keep up with AI</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:title>Ford rehires 350 engineers after AI fails to preserve expertise or train juniors</news:title>
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    <news:news>
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        <news:language>en</news:language>
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      <news:publication_date>2026-06-25T14:56:39+00:00</news:publication_date>
      <news:title>NVIDIA and AWS Collaborate to Bring AI to Production at Scale</news:title>
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    <news:news>
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        <news:name>The Continuum Brief</news:name>
        <news:language>en</news:language>
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      <news:publication_date>2026-06-25T14:55:38+00:00</news:publication_date>
      <news:title>Netris raises $15M Series A from a16z to help AI neoclouds go live faster</news:title>
      <news:keywords>AI, AI, a16z, neocloud, Netris</news:keywords>
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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>2026-06-25T14:55:25+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:title>Apple passes RAMpocalypse costs on to consumers</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>
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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:title>Feds deny Polestar authorization to sell cars in US from model year 2027</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>
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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>
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        <news:language>en</news:language>
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      <news:publication_date>2026-06-25T14:31:23+00:00</news:publication_date>
      <news:title>North Korea Commissions First Guided-Missile Destroyer, Plans Cruiser</news:title>
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    <news:news>
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        <news:language>en</news:language>
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      <news:publication_date>2026-06-25T14:29:00+00:00</news:publication_date>
      <news:title>Windows 11 can now turn back the clock when updates go bad</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:publication_date>2026-06-25T14:27:33+00:00</news:publication_date>
      <news:title>These 15 under-$50 gadgets have upgraded my tech life, and they&apos;re all on sale</news:title>
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    <news:news>
      <news:publication>
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        <news:language>en</news:language>
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      <news:publication_date>2026-06-25T14:23:48+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>2026-06-25T14:22:59+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>2026-06-25T14:21:47+00:00</news:publication_date>
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        <news:language>en</news:language>
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      <news:title>Meta and Microsoft add more than $120bn in future lease commitments in latest quarter</news:title>
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      <news:publication_date>2026-06-25T13:59:58+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>
      </news:publication>
      <news:publication_date>2026-06-25T13:54:27+00:00</news:publication_date>
      <news:title>What Is the Positive Grassmannian and Why Does It Show Up Everywhere?</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>
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        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-06-25T13:49:03+00:00</news:publication_date>
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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:publication_date>2026-06-25T13:30:00+00:00</news:publication_date>
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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>
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        <news:language>en</news:language>
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      <news:title>AQSolotl and QuantrolOx Partner to Integrate Chronos-Q Hardware with Quantum EDGE Software Layers</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>2026-06-25T12:26:46+00:00</news:publication_date>
      <news:title>IBM Touts Sub-1nm Nanostack Chip Technology</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>2026-06-25T12:25:43+00:00</news:publication_date>
      <news:title>I found 5 Prime Day GPU deals to grab now - before you pay full price</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>2026-06-25T12:25:00+00:00</news:publication_date>
      <news:title>European Commission lines up Amazon and Microsoft for cloud gatekeeper status</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>2026-06-25T12:23:05+00:00</news:publication_date>
      <news:title>Hey Nico, you didn&apos;t vibe code your data room but stole it from Papermark</news:title>
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    <news:news>
      <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:news>
      <news:publication>
        <news:name>The Continuum Brief</news:name>
        <news:language>en</news:language>
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      <news:publication_date>2026-06-25T12:18:12+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>2026-06-25T12:16:28+00:00</news:publication_date>
      <news:title>Classiq and Hatch Advance Quantum Chemistry in Singapore Running on AWS</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>2026-06-25T12:16:00+00:00</news:publication_date>
      <news:title>Ukraine&apos;s state postal operator reports app disruption after cyberattack</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:publication_date>2026-06-25T12:15:06+00:00</news:publication_date>
      <news:title>Ocasio-Cortez and Sanders introduce AI Data Center Moratorium Act</news:title>
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        <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>
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        <news:name>The Continuum Brief</news:name>
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    <news:news>
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        <news:name>The Continuum Brief</news:name>
        <news:language>en</news:language>
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    <news:news>
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    <news:news>
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        <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: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:publication>
        <news:name>The Continuum Brief</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-06-25T11:00:00+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>2026-06-25T10:55:03+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>2026-06-25T10:55:00+00:00</news:publication_date>
      <news:title>Elastic stretches workforce 7% thinner as AI does more of the heavy lifting</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>
        <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>
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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>
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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>
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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:publication>
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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:news>
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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: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: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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