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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 · Upskilling

Your department wants to roll out an AI drafting tool to caseworkers who’ve never used one. What does a training plan look like, and how do you know it worked?

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I start from the failure modes, not the features, because caseworkers don’t need a tour of the interface, they need to know exactly where this tool will mislead them in their own work.…

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