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AI-ready questions test whether you can reason about LLMs and AI systems as engineering material — limits, costs, evaluation, failure modes — not just hype.

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AI-ready · Governance Risk

An engineer wants to paste a sample of real user session data into an AI assistant to debug a personalization bug faster. Walk me through how you'd decide whether that's acceptable and what you'd have them do instead if not.

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My default answer is no, but I try to give them a path that still solves their actual problem fast.

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