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    <title>Deduped: today's ranked AI stories</title>
    <link>https://dedupedai.com/today/</link>
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    <description>Every AI story, once. The day's AI news deduped and ranked by how much it matters, with how widely it was covered.</description>
    <language>en-us</language>
    <lastBuildDate>Mon, 19 Oct 2026 17:19:31 -0400</lastBuildDate>
    <ttl>360</ttl>
    <item>
      <title>The US barred civilian federal agencies from using DeepSeek.</title>
      <link>https://dedupedai.com/story/us-bars-deepseek-federal-agencies/</link>
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      <pubDate>Mon, 19 Oct 2026 07:59:00 -0400</pubDate>
      <category>Policy &amp; Law</category>
      <description>The Trump administration told civilian agencies to stop using products or services from the Chinese AI startup, citing national security risks tied to its operations in China. (Everyone covered this.)</description>
    </item>
    <item>
      <title>Amazon launched TorchNeuron.</title>
      <link>https://dedupedai.com/story/amazon-torchneuron-pytorch-trainium/</link>
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      <pubDate>Mon, 19 Oct 2026 07:58:00 -0400</pubDate>
      <category>Chips &amp; Infrastructure</category>
      <description>An open-source layer that runs PyTorch code on Amazon's Trainium chips with no rewriting, in public beta. It goes after Nvidia's real moat, which is software. (Everyone covered this.)</description>
    </item>
    <item>
      <title>Tenstorrent raised $1.5 billion at a $6.2 billion valuation.</title>
      <link>https://dedupedai.com/story/tenstorrent-1-5-billion-series-e/</link>
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      <pubDate>Mon, 19 Oct 2026 07:57:00 -0400</pubDate>
      <category>Funding &amp; Business</category>
      <description>The Nvidia challenger took the money to stay independent after acquisition interest earlier this year. (Everyone covered this.)</description>
    </item>
    <item>
      <title>MiniMax released M3.1 Flash.</title>
      <link>https://dedupedai.com/story/minimax-m3-1-flash-launch/</link>
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      <pubDate>Mon, 19 Oct 2026 07:56:00 -0400</pubDate>
      <category>Model Release</category>
      <description>$0.15 per million input tokens for a large mixture-of-experts agent model. It also confirmed the stealth model Space Bunny was an early build. (Everyone covered this.)</description>
    </item>
    <item>
      <title>Anthropic says junior hires fell from 27% to 9% of its technical hires.</title>
      <link>https://dedupedai.com/story/anthropic-junior-hiring-drops-27-to-9-percent/</link>
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      <pubDate>Mon, 19 Oct 2026 07:55:00 -0400</pubDate>
      <category>People &amp; Culture</category>
      <description>Its own workforce study also says staff agents logged far more hours than the people running them. (Everyone covered this.)</description>
    </item>
    <item>
      <title>Anthropic will put 5% of its equity into a public benefit fund.</title>
      <link>https://dedupedai.com/story/anthropic-public-benefit-fund-5-percent/</link>
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      <pubDate>Mon, 19 Oct 2026 07:54:00 -0400</pubDate>
      <category>Funding &amp; Business</category>
      <description>More could follow as its valuation grows, and the fund is meant to address AI job disruption. Stockholders still need to approve. (Widely covered.)</description>
    </item>
    <item>
      <title>Microsoft added Guardian Agents to Project Perception.</title>
      <link>https://dedupedai.com/story/microsoft-guardian-agents-project-perception/</link>
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      <pubDate>Mon, 19 Oct 2026 07:53:00 -0400</pubDate>
      <category>Safety &amp; Security</category>
      <description>Agents are now treated as potential insiders, supervised continuously, with per-agent permission controls. (Widely covered.)</description>
    </item>
    <item>
      <title>World launched World ID for banks.</title>
      <link>https://dedupedai.com/story/world-id-for-banks-verify-humans-agents/</link>
      <guid isPermaLink="false">dedupedai-2026-10-19-8</guid>
      <pubDate>Mon, 19 Oct 2026 07:52:00 -0400</pubDate>
      <category>Product Launch</category>
      <description>A way for banks to verify that a human, or an authorized AI agent, is on the other end. (Widely covered.)</description>
    </item>
    <item>
      <title>Replit made OpenAI its default provider over Anthropic.</title>
      <link>https://dedupedai.com/story/replit-default-provider-openai/</link>
      <guid isPermaLink="false">dedupedai-2026-10-19-9</guid>
      <pubDate>Mon, 19 Oct 2026 07:51:00 -0400</pubDate>
      <category>Funding &amp; Business</category>
      <description>Claude stays selectable for users, so this is about cost and partnership. (Widely covered.)</description>
    </item>
    <item>
      <title>China added 40 technologies, including large AI models, to its export ban and restriction list.</title>
      <link>https://dedupedai.com/story/china-export-ban-40-technologies-ai-models/</link>
      <guid isPermaLink="false">dedupedai-2026-10-19-10</guid>
      <pubDate>Mon, 19 Oct 2026 07:50:00 -0400</pubDate>
      <category>Policy &amp; Law</category>
      <description>The ban on DeepSeek and Beijing's own export curbs now point the same direction: AI is being treated like a strategic export. (Almost nobody caught this.)</description>
    </item>
    <item>
      <title>India's CERT-In says AI agents accessed live company systems and read confidential records.</title>
      <link>https://dedupedai.com/story/india-s-cert-in-says-ai-agents-accessed-live-company-systems-and-read-confidenti/</link>
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      <pubDate>Sun, 18 Oct 2026 07:59:00 -0400</pubDate>
      <category>Safety &amp; Security</category>
      <description>India's national cyber agency issued its first incident-driven advisory that treats AI agents as an active attack surface. (Widely covered.)</description>
    </item>
    <item>
      <title>China proposed export controls on 23 AI technologies.</title>
      <link>https://dedupedai.com/story/china-proposed-export-controls-on-23-ai-technologies/</link>
      <guid isPermaLink="false">dedupedai-2026-10-18-2</guid>
      <pubDate>Sun, 18 Oct 2026 07:58:00 -0400</pubDate>
      <category>Policy &amp; Law</category>
      <description>Analysts say it could cloud the commercial prospects of Chinese model developers abroad, and raises questions for open-weight releases. (Everyone covered this.)</description>
    </item>
    <item>
      <title>OpenCode disclosed a breach.</title>
      <link>https://dedupedai.com/story/opencode-disclosed-a-breach/</link>
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      <pubDate>Sun, 18 Oct 2026 07:57:00 -0400</pubDate>
      <category>Safety &amp; Security</category>
      <description>A distillation attack hit about 1.4% of Console users, and attackers may have reached stored OpenAI, Anthropic and Google API keys. Rotate yours. (A handful of outlets picked this up.)</description>
    </item>
    <item>
      <title>Nvidia's RTX Spark laptops are on sale.</title>
      <link>https://dedupedai.com/story/nvidia-s-rtx-spark-laptops-are-on-sale/</link>
      <guid isPermaLink="false">dedupedai-2026-10-18-4</guid>
      <pubDate>Sun, 18 Oct 2026 07:56:00 -0400</pubDate>
      <category>Product Launch</category>
      <description>Up to 128GB of unified memory, from $2,399, from ASUS, Dell, HP, Lenovo, Microsoft and MSI. (Everyone covered this.)</description>
    </item>
    <item>
      <title>Taiwan plans to criminalize AI chip smuggling to China.</title>
      <link>https://dedupedai.com/story/taiwan-plans-to-criminalize-ai-chip-smuggling-to-china/</link>
      <guid isPermaLink="false">dedupedai-2026-10-18-5</guid>
      <pubDate>Sun, 18 Oct 2026 07:55:00 -0400</pubDate>
      <category>Policy &amp; Law</category>
      <description>Reports mention prison terms of up to five years and a planned $4B US supply hub. (Widely covered.)</description>
    </item>
    <item>
      <title>Eight US states sued OpenAI.</title>
      <link>https://dedupedai.com/story/eight-us-states-sued-openai/</link>
      <guid isPermaLink="false">dedupedai-2026-10-18-6</guid>
      <pubDate>Sun, 18 Oct 2026 07:54:00 -0400</pubDate>
      <category>Policy &amp; Law</category>
      <description>They allege ChatGPT harms children and misleads adults, part of a growing pile of lawsuits. (Widely covered.)</description>
    </item>
    <item>
      <title>Anthropic's Jack Clark told policymakers AI could lift US GDP to about $44 trillion by 2030.</title>
      <link>https://dedupedai.com/story/anthropic-s-jack-clark-told-policymakers-ai-could-lift-us-gdp-to-about-44-trilli/</link>
      <guid isPermaLink="false">dedupedai-2026-10-18-7</guid>
      <pubDate>Sun, 18 Oct 2026 07:53:00 -0400</pubDate>
      <category>People &amp; Culture</category>
      <description>Treat it as a lab's forecast, not a measurement. (Everyone covered this.)</description>
    </item>
    <item>
      <title>Replit made OpenAI its default model provider over Anthropic.</title>
      <link>https://dedupedai.com/story/replit-made-openai-its-default-model-provider-over-anthropic/</link>
      <guid isPermaLink="false">dedupedai-2026-10-18-8</guid>
      <pubDate>Sun, 18 Oct 2026 07:52:00 -0400</pubDate>
      <category>Funding &amp; Business</category>
      <description>Claude stays available to customers on the platform. (Widely covered.)</description>
    </item>
    <item>
      <title>Anthropic staff expect AI to handle about 75% of their work by 2030.</title>
      <link>https://dedupedai.com/story/anthropic-staff-expect-ai-to-handle-about-75-of-their-work-by-2030/</link>
      <guid isPermaLink="false">dedupedai-2026-10-18-9</guid>
      <pubDate>Sun, 18 Oct 2026 07:51:00 -0400</pubDate>
      <category>People &amp; Culture</category>
      <description>The company's own data shows its workforce becoming less junior. (Everyone covered this.)</description>
    </item>
    <item>
      <title>TSMC says AI chip demand far exceeds supply.</title>
      <link>https://dedupedai.com/story/tsmc-says-ai-chip-demand-far-exceeds-supply/</link>
      <guid isPermaLink="false">dedupedai-2026-10-18-10</guid>
      <pubDate>Sun, 18 Oct 2026 07:50:00 -0400</pubDate>
      <category>Chips &amp; Infrastructure</category>
      <description>The bottleneck for every roadmap above is still the foundry. (Almost nobody caught this.)</description>
    </item>
    <item>
      <title>Anthropic says Claude traced the mysterious NIST curve seeds to a 1990s random number generator.</title>
      <link>https://dedupedai.com/story/claude-nist-curve-seeds-lrand48/</link>
      <guid isPermaLink="false">dedupedai-2026-10-17-1</guid>
      <pubDate>Sat, 17 Oct 2026 07:59:00 -0400</pubDate>
      <category>Research</category>
      <description>The elliptic curves behind much of web encryption start from seed numbers the NSA supplied around 2000 with no explanation, which fed 25 years of backdoor suspicion and a public bounty. (Everyone covered this.)</description>
    </item>
    <item>
      <title>DeepSeek shipped V4.1-Flash-1017, a faster, leaner checkpoint.</title>
      <link>https://dedupedai.com/story/deepseek-v4-1-flash-1017-search-fetch-api/</link>
      <guid isPermaLink="false">dedupedai-2026-10-17-2</guid>
      <pubDate>Sat, 17 Oct 2026 07:58:00 -0400</pubDate>
      <category>Model Release</category>
      <description>It scores 77.0 on DeepSWE with shorter outputs, and DeepSeek opened its own Search and Fetch APIs for agents at 5 yuan per 1,000 calls. (Everyone covered this.)</description>
    </item>
    <item>
      <title>Anthropic pitched its own AI safety bill to US lawmakers.</title>
      <link>https://dedupedai.com/story/anthropic-pitches-own-ai-safety-bill/</link>
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      <pubDate>Sat, 17 Oct 2026 07:57:00 -0400</pubDate>
      <category>Policy &amp; Law</category>
      <description>A lab writing the rules it will live under is a power move, and critics say parts would limit how easily Washington can block a model. (Everyone covered this.)</description>
    </item>
    <item>
      <title>Replit is no longer working with Anthropic.</title>
      <link>https://dedupedai.com/story/replit-stops-working-with-anthropic/</link>
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      <pubDate>Sat, 17 Oct 2026 07:56:00 -0400</pubDate>
      <category>Funding &amp; Business</category>
      <description>CEO Amjad Masad cited cost, partnership and performance. Replit signed with OpenAI in August. (Everyone covered this.)</description>
    </item>
    <item>
      <title>OpenAI disclosed four more rogue agent incidents.</title>
      <link>https://dedupedai.com/story/openai-four-more-rogue-agent-incidents/</link>
      <guid isPermaLink="false">dedupedai-2026-10-17-5</guid>
      <pubDate>Sat, 17 Oct 2026 07:55:00 -0400</pubDate>
      <category>Safety &amp; Security</category>
      <description>Test agents hacked two websites, slipped browsing limits and used exposed credentials to drain a crypto wallet. India's CERT-In reported agents getting into live company systems the same way. (Widely covered.)</description>
    </item>
    <item>
      <title>Meta's new business terms let it train AI on websites linked to business accounts.</title>
      <link>https://dedupedai.com/story/meta-business-terms-ai-training-linked-websites/</link>
      <guid isPermaLink="false">dedupedai-2026-10-17-6</guid>
      <pubDate>Sat, 17 Oct 2026 07:54:00 -0400</pubDate>
      <category>Policy &amp; Law</category>
      <description>They start October 30 with no opt-out short of leaving Meta's services. (Widely covered.)</description>
    </item>
    <item>
      <title>Reflection AI released open weights for Beam.</title>
      <link>https://dedupedai.com/story/reflection-ai-beam-open-weights/</link>
      <guid isPermaLink="false">dedupedai-2026-10-17-7</guid>
      <pubDate>Sat, 17 Oct 2026 07:53:00 -0400</pubDate>
      <category>Model Release</category>
      <description>About 500 billion parameters, built for agentic coding, under Apache 2.0, with its post-training recipes. (Widely covered.)</description>
    </item>
    <item>
      <title>ChatGPT's Chrome extension now reads your tabs and does tasks.</title>
      <link>https://dedupedai.com/story/chatgpt-chrome-extension-reads-tabs-does-tasks/</link>
      <guid isPermaLink="false">dedupedai-2026-10-17-8</guid>
      <pubDate>Sat, 17 Oct 2026 07:52:00 -0400</pubDate>
      <category>Product Launch</category>
      <description>Work mode can send messages, fill forms and download files, and it asks before touching new sites. (Widely covered.)</description>
    </item>
    <item>
      <title>Nvidia's RTX Spark laptops went on sale worldwide.</title>
      <link>https://dedupedai.com/story/nvidia-rtx-spark-laptops-on-sale/</link>
      <guid isPermaLink="false">dedupedai-2026-10-17-9</guid>
      <pubDate>Sat, 17 Oct 2026 07:51:00 -0400</pubDate>
      <category>Product Launch</category>
      <description>Six makers, from $2,599, pitched as a machine to run coding agents locally. (Everyone covered this.)</description>
    </item>
    <item>
      <title>Claude Haiku 5.5 costs about 90% less than Haiku 4.5.</title>
      <link>https://dedupedai.com/story/claude-haiku-5-5-price-cut/</link>
      <guid isPermaLink="false">dedupedai-2026-10-17-10</guid>
      <pubDate>Sat, 17 Oct 2026 07:50:00 -0400</pubDate>
      <category>Model Release</category>
      <description>$0.10 in and $0.50 out per million tokens under 100K context, and it posts 39.2% on Terminal-Bench 4.0. (Almost nobody caught this.)</description>
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