All Flash
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White House Tells AI Companies Incident Reporting Is Mandatory, After Anthropic's Disclosure
Why it mattersThe Trump administration's first mandatory wording on AI safety incidents, after a voluntary accord signed with industry on September 29.
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Alibaba Open-Sources Its Internal AI Code Review Tool
Why it mattersIt ran inside Alibaba for two years and caught millions of defects; on its own AACR-Bench it beats general-purpose agents on precision and F1 with the same model while using about 1/9 of the tokens.
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AI Agent Diagram Skill diagram-design Returns to GitHub Trending, Reaching 48K Stars
Why it mattersIt is the project's second run near the top of GitHub's daily chart in two months, adding about 1,700 stars in 24 hours; it outputs one dependency-free HTML+SVG file and supports 44 chart types.
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Tavus Unveils Griffin: 48% Mistook the AI Interviewer for Human
Why it mattersSingle-image real-time full-body pixel generation gives AI avatars their first public quantified indistinguishability score."
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Microsoft Launches Decision-1, a Decision Model That Outputs Calibrated Probabilities, Not Text
Why it mattersDecision-1 outputs no text: a single forward pass returns calibrated probabilities for scoring decisions in agent workflows, reportedly 35x faster at P50 and 58% cheaper.
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REA Tops GitHub Trending: Let AI Agents Reverse-Engineer Anything, Down to the Binary
Why it mattersREA is MIT-licensed and analyzes native binaries, JS/Electron apps and websites; it works with Claude Code, Codex and others and installs with one npm command.
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ARTEX Open-Sources an AI Pentesting System, Self-Described Winner of Baidu's "agent+" Challenge
Why it mattersARTEX is a Go-written AI autonomous pentesting system that its page describes as the champion of Baidu's "agent+" offense-defense challenge; it added about 1,400 stars in a day.
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Nvidia in Talks to Deepen Investment in Reflection AI or Acquire It
Why it mattersAn acquisition near that valuation would rank among the largest capital moves of this AI cycle.
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Google's $10M Bid for Spirit Airlines' Data to Train AI Draws Fire From 120+ Lawmakers
Why it mattersThe assets are the internal data of a defunct airline — including 100 million emails and 500 million employee Teams messages — to be used for AI training; more than 120 lawmakers have jointly opposed the deal.
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Anthropic Open-Sources 11 Knowledge-Work Plugins Covering Sales, Legal and Finance
Why it mattersThe 11 official plugins cover sales, legal, finance, data and other roles; they are plain Markdown and JSON files with no code or build steps, connecting to Slack, Jira and other tools via MCP.
