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Verify a number before an agent asserts it — evals, backtests (Deflated Sharpe), signed receipts.

Statistical checks an agent runs before trusting an AI eval number (is #1 real, judge bias, more).

Safety checks an agent runs before it acts: package malware, destructive command, secret leak.