If your incident-response path is pasting code and logs into a commercial API, plan for blanket refusals, and treat 'find the holes' and 'reconstruct the attack' as separate checks that fail in different ways.

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• articleOpenAI’s accidental cyberattack against Hugging Face is science fiction that happenedSimon Willison

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