Researcher: AI safety evals repeat crypto's classic 'I couldn't crack it' fallacy

davidmanheim · x · 2026-10-19

AI safety researcher David Manheim argues AI company safety evaluations keep repeating a classic cryptography mistake: 'I built it, I couldn't crack it, so it seems secure.' While labs anticipate and address some failure modes, passing tests for anticipated risks provides no evidence about risks that were missed — a fundamental blind spot in current model safety evaluations.

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