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AI & Agent Security Threat Model1 / 3

2 min lesson

The "I don't believe you" validation loop

Consider this situation: "An agent reports a P0 vulnerability in code you're reviewing. What do you do before you act on it, and why?" Start with the decision, then the evidence.

Step 1 of 3

The "I don't believe you" validation loophow you kill false positives

When the agent reports a finding - say it flags a P0 - don't take it.

THE VALIDATION LOOP

Interactive diagram. Step through it with the Next and Previous controls below, or Tab to a region to read its detail.

diagram: loop-timeline

Run this on every finding; the agent often retracts its own false positives.