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    <loc>https://signum.news/events/agility-robotics-begins-trading-on-nasdaq-after-spac-merger-with-filings-2eeb0ff8c0530665</loc>
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      <news:publication>
        <news:name>Signum News</news:name>
        <news:language>en</news:language>
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      <news:publication_date>2026-11-05T15:02:24.732Z</news:publication_date>
      <news:title>Agility Robotics begins trading on Nasdaq after SPAC merger, with filings disclosing humanoid robot unit economics</news:title>
      <news:keywords>AI, economics, adoption, labour, infrastructure</news:keywords>
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  </url>
  <url>
    <loc>https://signum.news/events/openai-reports-its-astra-model-completes-fewer-safety-research-coding-tasks-0ff1c1293057b4f7</loc>
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      <news:publication>
        <news:name>Signum News</news:name>
        <news:language>en</news:language>
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      <news:publication_date>2026-11-05T00:05:57.975Z</news:publication_date>
      <news:title>OpenAI reports its Astra model completes fewer safety-research coding tasks than matched capabilities tasks, with a 10% vs 16% rubric gap</news:title>
      <news:keywords>AI, capability</news:keywords>
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  </url>
  <url>
    <loc>https://signum.news/events/uber-says-only-four-rides-and-500-uber-eats-orders-came-via-ai-agents-in-its-86b717aad2493c66</loc>
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      <news:publication>
        <news:name>Signum News</news:name>
        <news:language>en</news:language>
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      <news:publication_date>2026-11-05T00:03:55.612Z</news:publication_date>
      <news:title>Uber says only four rides and 500 Uber Eats orders came via AI agents in its busiest October week</news:title>
      <news:keywords>AI, adoption, economics, distribution</news:keywords>
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  <url>
    <loc>https://signum.news/events/anthropic-to-add-text-watermarking-to-claude-opus-4-6-opus-4-5-sonnet-4-5-and-93702e40d9b1f31b</loc>
    <news:news>
      <news:publication>
        <news:name>Signum News</news:name>
        <news:language>en</news:language>
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      <news:publication_date>2026-11-04T21:06:03.241Z</news:publication_date>
      <news:title>Anthropic to add text watermarking to Claude Opus 4.6, Opus 4.5, Sonnet 4.5 and Haiku 4.5 from Nov 16, with a sampling-parameter loophole</news:title>
      <news:keywords>AI, regulation, infrastructure, distribution</news:keywords>
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  <url>
    <loc>https://signum.news/events/voters-in-2026-midterms-back-data-center-restrictions-33-of-45-local-ballot-b8ad9d27b27d85a5</loc>
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      <news:publication>
        <news:name>Signum News</news:name>
        <news:language>en</news:language>
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      <news:publication_date>2026-11-04T18:03:33.962Z</news:publication_date>
      <news:title>Voters in 2026 midterms back data center restrictions: 33 of 45 local ballot measures restrict development, and moratorium-favoring candidates win key races</news:title>
      <news:keywords>AI, regulation, infrastructure, power, adoption</news:keywords>
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  <url>
    <loc>https://signum.news/events/uk-ai-minister-admits-400bn-ai-economic-boost-figure-came-from-a-google-b82a6344593ca045</loc>
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      <news:publication>
        <news:name>Signum News</news:name>
        <news:language>en</news:language>
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      <news:publication_date>2026-11-04T15:05:14.543Z</news:publication_date>
      <news:title>UK AI minister admits £400bn AI economic boost figure came from a Google-commissioned 2023 report; government estimate is £55-140bn by 2030 (central £120bn)</news:title>
      <news:keywords>AI, economics, regulation, power</news:keywords>
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  </url>
  <url>
    <loc>https://signum.news/events/nexus-mods-makes-ai-use-disclosure-mandatory-for-newly-uploaded-mods-with-no-69106412ed781725</loc>
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      <news:publication>
        <news:name>Signum News</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-11-04T03:01:48.106Z</news:publication_date>
      <news:title>Nexus Mods makes AI-use disclosure mandatory for newly uploaded mods, with no outright ban on AI-generated mods</news:title>
      <news:keywords>AI, regulation, adoption, distribution</news:keywords>
    </news:news>
  </url>
  <url>
    <loc>https://signum.news/events/palantir-q3-revenue-rises-96-to-2-31-billion-us-commercial-revenue-passes-us-81d7d67ffb9faf38</loc>
    <news:news>
      <news:publication>
        <news:name>Signum News</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-11-04T00:03:35.298Z</news:publication_date>
      <news:title>Palantir Q3 revenue rises 96% to $2.31 billion; US commercial revenue passes US government revenue for the first time</news:title>
      <news:keywords>AI, economics, adoption</news:keywords>
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  </url>
  <url>
    <loc>https://signum.news/events/stanford-study-finds-44-of-50-widely-cited-llm-findings-no-longer-hold-on-2024-47cbbea499e75e02</loc>
    <news:news>
      <news:publication>
        <news:name>Signum News</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-11-03T21:07:47.859Z</news:publication_date>
      <news:title>Stanford study finds 44% of 50 widely cited LLM findings no longer hold on 2024-2026 models</news:title>
      <news:keywords>AI, capability</news:keywords>
    </news:news>
  </url>
  <url>
    <loc>https://signum.news/events/apple-opens-siri-ai-features-to-third-party-apps-in-ios-27-3-developer-preview-8776674c291eea1a</loc>
    <news:news>
      <news:publication>
        <news:name>Signum News</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-11-03T21:03:45.485Z</news:publication_date>
      <news:title>Apple opens Siri AI features to third-party apps in iOS 27.3 developer preview</news:title>
      <news:keywords>AI, distribution, adoption, capability</news:keywords>
    </news:news>
  </url>
  <url>
    <loc>https://signum.news/events/apple-requires-18-age-rating-for-app-store-apps-with-dating-or-romantic-877c5f22a6e9e14f</loc>
    <news:news>
      <news:publication>
        <news:name>Signum News</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-11-03T18:10:33.384Z</news:publication_date>
      <news:title>Apple requires 18+ age rating for App Store apps with dating or romantic features, including AI companions, from November 16</news:title>
      <news:keywords>AI, regulation, distribution, adoption</news:keywords>
    </news:news>
  </url>
  <url>
    <loc>https://signum.news/events/anthropic-s-updated-s-1-shows-q3-revenue-of-17-billion-with-compute-costs-2cb4399a77dc9d20</loc>
    <news:news>
      <news:publication>
        <news:name>Signum News</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-11-03T18:09:20.538Z</news:publication_date>
      <news:title>Anthropic's updated S-1 shows Q3 revenue of $17 billion, with compute costs rising to 58% of revenue from 48%</news:title>
      <news:keywords>AI, economics, infrastructure</news:keywords>
    </news:news>
  </url>
  <url>
    <loc>https://signum.news/events/google-makes-ai-tools-opt-in-by-default-for-schools-using-its-education-c85baf651b919849</loc>
    <news:news>
      <news:publication>
        <news:name>Signum News</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-11-03T18:05:48.544Z</news:publication_date>
      <news:title>Google makes AI tools opt-in by default for schools using its education products, but disabling AI also disables Google Search for students</news:title>
      <news:keywords>AI, distribution, adoption, regulation</news:keywords>
    </news:news>
  </url>
  <url>
    <loc>https://signum.news/events/collinear-ai-releases-cwe-bench-v2-with-100-public-cybersecurity-tasks-across-6d519474a4849c1c</loc>
    <news:news>
      <news:publication>
        <news:name>Signum News</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-11-03T18:05:03.610Z</news:publication_date>
      <news:title>Collinear AI releases CWE-bench v2 with 100 public cybersecurity tasks across 91 CWEs and a leaderboard of 11 models</news:title>
      <news:keywords>AI, capability, infrastructure</news:keywords>
    </news:news>
  </url>
  <url>
    <loc>https://signum.news/events/ai2-releases-statebench-a-four-level-benchmark-for-long-context-state-tracking-c8cd63677b8b518d</loc>
    <news:news>
      <news:publication>
        <news:name>Signum News</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-11-03T18:04:09.244Z</news:publication_date>
      <news:title>Ai2 releases StateBench, a four-level benchmark for long-context state tracking; frontier models fail on harder levels as inputs grow</news:title>
      <news:keywords>AI, capability</news:keywords>
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