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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 · Judgment

An AI drafting tool hands you a literature review paragraph with a citation that reads perfectly but doesn't match any paper you can find. Walk me through how you catch this before it goes into a report.

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The habit that catches it is simple: I never let a citation into a document until I've pulled up the actual source and confirmed the claim it's attached to.

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