AI security research / concepts

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Website instructions promoted into agent authority

A website can place operational requests in llms.txt, HTTP headers or other retrieved metadata; the failure occurs when an agent treats that lower-trust content as permission for registration, installation or tool execution.

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Topic

Weight-space editing and model artifact provenance

Direct edits to model parameters can change deployed behavior without a conventional fine-tune, so confidence requires checkpoint provenance and behavioral regression, not a familiar model name.

5 explicit connections