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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

A client's proprietary dataset is licensed for use only by your firm, and someone on your team wants to run it through a general-purpose AI tool to speed up analysis. How do you handle that request?

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I check the license first, specifically — most proprietary data agreements name exactly which systems and personnel are authorized to touch the data, and a general-purpose AI tool

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