Security Weekly - A CRA Resource: AI Security Findings Aren’t Proof

AI can generate remarkably polished security findings, complete with severity ratings, CWE classifications, explanations, and proposed patches. But a convincing output is not proof that a vulnerability exists—or that a proposed fix actually resolves it.

AI can still be valuable when experienced security teams use it as a second pair of eyes. That is especially useful for difficult areas such as authorization boundaries, tenant IDs, and business-logic edge cases.

The critical piece is validation. Without people who can verify the findings, automation can turn into another source of noise.

Where should security teams draw the line between AI-assisted analysis and human validation?

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