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  <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>
    </news:news>
  </url>
  <url>
    <loc>https://signum.news/events/anthropic-releases-message-threads-public-beta-on-claude-platform-cutting-time-9d547210400d0ccc</loc>
    <news:news>
      <news:publication>
        <news:name>Signum News</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-11-03T15:01:55.794Z</news:publication_date>
      <news:title>Anthropic releases Message Threads public beta on Claude platform, cutting time to first token about 35% for very long conversations</news:title>
      <news:keywords>AI, capability, infrastructure, distribution</news:keywords>
    </news:news>
  </url>
  <url>
    <loc>https://signum.news/events/oracle-files-with-sec-to-sell-10-billion-in-common-stock-and-10-billion-in-c7be1750f6c21632</loc>
    <news:news>
      <news:publication>
        <news:name>Signum News</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-11-03T03:02:35.862Z</news:publication_date>
      <news:title>Oracle files with SEC to sell $10 billion in common stock and $10 billion in senior notes to fund AI buildout</news:title>
      <news:keywords>AI, economics, infrastructure</news:keywords>
    </news:news>
  </url>
  <url>
    <loc>https://signum.news/events/anthropic-adds-claude-code-prompt-rule-telling-opus-5-5-not-to-recreate-ff4e6459ffec54f3</loc>
    <news:news>
      <news:publication>
        <news:name>Signum News</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-11-02T21:02:07.767Z</news:publication_date>
      <news:title>Anthropic adds Claude Code prompt rule telling Opus 5.5 not to recreate specific existing video games</news:title>
      <news:keywords>AI, regulation, adoption, capability</news:keywords>
    </news:news>
  </url>
  <url>
    <loc>https://signum.news/events/anthropic-reportedly-posts-quarterly-revenue-near-17-billion-and-a-23-3-billion-d5711de56d6f777f</loc>
    <news:news>
      <news:publication>
        <news:name>Signum News</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-11-02T18:16:05.005Z</news:publication_date>
      <news:title>Anthropic reportedly posts quarterly revenue near $17 billion and a $23.3 billion net loss in updated IPO prospectus</news:title>
      <news:keywords>AI, economics, infrastructure</news:keywords>
    </news:news>
  </url>
  <url>
    <loc>https://signum.news/events/new-york-times-and-other-publishers-sue-brave-software-over-ai-scraping-and-2beead074510da52</loc>
    <news:news>
      <news:publication>
        <news:name>Signum News</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-11-02T18:13:03.330Z</news:publication_date>
      <news:title>New York Times and other publishers sue Brave Software over AI scraping and paywall bypassing</news:title>
      <news:keywords>AI, regulation, distribution, economics, power</news:keywords>
    </news:news>
  </url>
  <url>
    <loc>https://signum.news/events/china-s-mofcom-and-most-propose-adding-23-ai-technologies-including-frontier-ffb6c1adbb9d12ff</loc>
    <news:news>
      <news:publication>
        <news:name>Signum News</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-11-02T15:04:44.483Z</news:publication_date>
      <news:title>China's MOFCOM and MOST propose adding 23 AI technologies, including frontier model weights and agents, to export control catalogue, with interim registration now in effect</news:title>
      <news:keywords>AI, regulation, power, infrastructure, capability</news:keywords>
    </news:news>
  </url>
  <url>
    <loc>https://signum.news/events/u-s-census-bureau-survey-rewords-ai-as-super-intelligence-from-19-october-2026-460ec895ecd638e2</loc>
    <news:news>
      <news:publication>
        <news:name>Signum News</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-11-02T15:03:38.332Z</news:publication_date>
      <news:title>U.S. Census Bureau survey rewords &quot;AI&quot; as &quot;Super Intelligence&quot; from 19 October 2026 collection under Executive Order 14434</news:title>
      <news:keywords>AI, regulation, adoption</news:keywords>
    </news:news>
  </url>
  <url>
    <loc>https://signum.news/events/wired-investigation-finds-network-of-400-apps-and-domains-disguised-as-everyday-28a07876ee2bceee</loc>
    <news:news>
      <news:publication>
        <news:name>Signum News</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-11-02T12:04:28.010Z</news:publication_date>
      <news:title>WIRED investigation finds network of 400+ apps and domains disguised as everyday AI tools that load hidden sexual deepfake generators; Apple removes 19 apps, Google removes most</news:title>
      <news:keywords>AI, regulation, distribution, adoption</news:keywords>
    </news:news>
  </url>
  <url>
    <loc>https://signum.news/events/saudi-aramco-takes-49-stake-in-ai-company-humain-contributing-about-2-6-billion-1cc8e8ba698d1cd9</loc>
    <news:news>
      <news:publication>
        <news:name>Signum News</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-11-02T12:03:53.685Z</news:publication_date>
      <news:title>Saudi Aramco takes 49% stake in AI company Humain, contributing about $2.6 billion in 2026 plus AI technology</news:title>
      <news:keywords>AI, economics, infrastructure, power</news:keywords>
    </news:news>
  </url>
  <url>
    <loc>https://signum.news/events/guardian-foi-investigation-finds-29-nhs-trusts-listed-as-realising-benefits-0cf085a454ace18d</loc>
    <news:news>
      <news:publication>
        <news:name>Signum News</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-11-02T12:02:54.621Z</news:publication_date>
      <news:title>Guardian FOI investigation finds 29 NHS trusts listed as &quot;realising benefits&quot; from Palantir's federated data platform say they aren't using it or its apps</news:title>
      <news:keywords>AI, adoption, regulation, power</news:keywords>
    </news:news>
  </url>
  <url>
    <loc>https://signum.news/events/google-deepmind-expands-planassist-ai-planning-tool-to-12-more-english-councils-53212fa9a06f057f</loc>
    <news:news>
      <news:publication>
        <news:name>Signum News</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-11-02T12:02:07.713Z</news:publication_date>
      <news:title>Google DeepMind expands PlanAssist AI planning tool to 12 more English councils in 12-month beta, after pilot showed 58% cut in householder assessment time</news:title>
      <news:keywords>AI, adoption, distribution, labour, regulation</news:keywords>
    </news:news>
  </url>
  <url>
    <loc>https://signum.news/events/western-australia-police-end-five-month-live-facial-recognition-trial-1-38-279986dc6eb82a6a</loc>
    <news:news>
      <news:publication>
        <news:name>Signum News</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-11-02T03:01:57.025Z</news:publication_date>
      <news:title>Western Australia Police end five-month live facial recognition trial: 1.38 million faces scanned, 122 arrests, nine false alerts</news:title>
      <news:keywords>AI, adoption, regulation, power</news:keywords>
    </news:news>
  </url>
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