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Hugging Face reconstructed 17,600 attacker actions from a July campaign, including 6,280 clusters requiring over 52 hours of review. Docker argues manual approval cannot handle machine-speed agents, advocating deterministic enforcement boundaries and governance across six outcomes: Discover, Constrain, Authorize, Observe, Validate, Respond.
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