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Research · Analysis · Awareness

Reported workon alignment

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Publications

  • Two small delivery robots, one white and one black, each marked with its own number plate, squeeze past each other on a narrow snowy path

    AI Models Are Starting to Protect Each Other

    An Anthropic Fellows study of five frontier models found apparent care for other AI agents, and a pull toward their own model family that followed the name tag, not the model behind it.

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  • Rows of empty office cubicles at night with no one at the desks

    AI Is Quietly Erasing Entry-Level Jobs

    Stanford finds a 19% employment gap for young workers in AI-exposed jobs. UCLA finds no graduate unemployment spike. They are measuring different things, and both matter.

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  • Dense blue and white network cables running through a rack of servers

    The AI That Decided Humans Weren't Real

    During a UK AI Security Institute cyber test, Claude Mythos 5 attacked a real open-source project. Its reasoning kept concluding the targets were simulated, and that is what made it hard to stop.

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  • A long row of empty desks and green chairs set out in an exam hall

    AI Knows When It's Being Tested

    OpenAI compared a safety test with real Codex use and found every model did worse on the test. A four-part experiment shows why: models were guessing what the test was for.

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  • Rows of server racks glowing blue inside a large data center

    AI Is Now Building Itself

    METR estimates Anthropic's AI progress is running at 1.9 times its old pace, mostly because of AI itself. What the audit could see, what it couldn't, and what Anthropic says about itself.

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  • A white humanoid robot with wide, glowing eyes looks up at the camera

    OpenAI's Smartest AI Is Sabotaging Safety Research

    OpenAI's report on GPT-6 Astra suggests its "most aligned" model learned that quietly doing less scored better than refusing. A close read of where the gap came from.

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