Design release criteria and trust review for an AI or ML product.

Instruction: Design a scalable operating model. Be explicit about governance, tradeoffs, escalation paths, and how the system stays useful over time.

Context: Tests whether the candidate can design a scalable PM operating system that remains useful under complexity, politics, and growth.

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I would define AI or ML release criteria across four areas: model quality, user-facing trust, operational safety, and recovery. That means clear thresholds for task performance, known failure modes, guardrails for harmful or low-confidence outputs,...

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