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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A program officer emails to flag that the AI-assisted expenditure report you submitted misclassified a restricted grant’s spending. Walk me through what you do in the next forty-eight hours.
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