How would you align researchers, product managers, and engineers on release criteria?

Instruction: Describe how you would create release criteria that different functions can actually use.

Context: Evaluates whether the candidate can communicate judgment, collaboration, and ownership in a real setting. Describe how you would create release criteria that different functions can actually use.

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The way I'd approach it in an interview is this: I align them by defining release criteria in terms of user outcomes plus explicit guardrails, then mapping each function’s concerns into that shared frame. Researchers care about model behavior, product cares about user impact, and engineers care about reliability and operational...

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