RQ-20260702-006-benchmark-to-incident-validity
Question
Which AI security benchmarks correlate with real incidents or production failures?
Why It Matters
Benchmark-heavy raw data needs grounding against incident and deployment evidence.
Seed Evidence
Evidence Plan
- Promote the strongest primary sources from the batch catalogs into source-specific notes.
- Separate benchmark results, incident evidence, vendor claims, and standards guidance.
- Identify contradictions, missing baselines, and deployment assumptions.
- Update related claim pages with confidence and evidence level.