After an AI research tool cites a fabricated footnote in a memo that nearly reached an IC, leadership should:

Short Explanation

Fabricated footnote near IC → blameless postmortem, better grounding/HITL, share lessons.

Full Explanation

Learning culture converts near-misses into controls.

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