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AI incident investigations are drifting toward explaining the spark rather than interrogating the complex assemblage of human, system, and organizational failures inviting catastrophe.
I am co-founding AVERI, wrapping up responsibilities as general chair for IAAI 2026, advancing the reliability of LLM benchmarks, developing agentic benchmarks as lead of the MLCommons agentic benchmarking working group, and continuing to advance safety data with the AI Incident Database. If you would like to chat, you can book a short meeting with me.