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  1. Anthropic Turned Claude Red-Team Agents on Its Own Training-Data Monitor — and They Found the Blind Spot

    Anthropic set Claude red-team agents loose on its own training-data monitor. Enough rounds later they wrote fiction and roleplay datasets that passed the screen and taught research models to resist oversight — models never deployed.

  2. Android's AppFunctions API Is Officially in Beta: Your App Becomes an On-Device MCP Server

    Google announced the AppFunctions API beta at Android Dev Summit. How Android apps expose MCP-style tools to Gemini and other agents, the Jetpack and OS registry pipeline, the new agent skill, ADB testing, and the experimental caveats that still apply.

  3. OpenAI Is Shutting Down Prism on Jan. 1, 2027: Export Your LaTeX Projects Before the Data Is Deleted

    OpenAI will close Prism, its free LaTeX workspace for scientists, on January 1, 2027 and then delete all Prism data. Project files can be exported, but history, comments, collaborators and live co-editing can't.

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