Evaluation
Measure the evidence path before trusting the conclusion.
Uncertainty remains visible
Evaluation/9 min read
How to benchmark an AI security architecture review without grading the prose
A reproducible evaluation method for evidence coverage, citation validity, decision usefulness, isolation, replayability, and measured cost.
Field signal
A convincing security answer is not a correct security answer. Grade the evidence path, not the confidence of the prose.
Security leaders
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