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Why AI Security Analysis Still Needs Human Validation

AI can accelerate synthesis and mapping, but context, evidence quality, and risk acceptance remain human responsibilities.

AI is useful for summarizing alerts, proposing control mappings, and drafting investigation steps. It should not independently accept risk, make authorization decisions, or replace evidence review. Strong implementations preserve sources, uncertainty, and an explicit human decision point.