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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

You asked an AI assistant to summarize public comments on a proposed rule for a briefing memo, and it reports that ‘the vast majority of commenters opposed’ the rule. How do you verify that characterization before it goes to the decision-maker?

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I never let a summarizing tool’s characterization stand as the finding — I treat it as a hypothesis to check against the raw docket.

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