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AI-ADOPTION-AT-WORK5 MIN READ

Do not let one bad output kill the learning loop

Respond to an AI mistake in a way that preserves reporting, learning, and accountability.

The VP needs to preserve a high quality bar while keeping errors visible. Psychological safety works when people can report mistakes and the team improves the system around the mistake.

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