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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

Your R&D team wants to use a third-party AI tool to help interpret proprietary formulation data ahead of a REACH submission. Walk me through the governance questions you’d need answered before approving that.

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First question is where the data goes and whether it stays there — does the vendor train on our inputs, retain them, or use them to improve a model other customers touch, because f…

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