

Sean McGregor
Co-founder and lead research engineer at the AI Verification & Evaluation Research Institute and founder of the AI Incident Database, focused on AI safety, incident collection, and third-party evaluation/auditing of AI systems.
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Feb 13, 2026 • 43min
AI incidents, audits, and the limits of benchmarks
Sean McGregor, co-founder of the AI Verification & Evaluation Research Institute and creator of the AI Incident Database, is an AI safety and incident-collection specialist. He discusses why incident reporting matters and how databases track harms. He contrasts benchmarks with real-world audits, recounts red-team findings at DEF CON, and highlights common failure modes and the need for scalable verification.


