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this is the right frame. ai doesn’t just find bugs faster, it also makes cheap scams and social-engineering scale. for agent systems the answer isn’t a fatter perimeter, it’s smaller blast radius, explicit spend limits, and keys that can’t sign everything. one wallet per job, not one god-mode wallet.