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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.

AI-ready · Stakeholder Communication

When you present AI-assisted analysis, how do you make clear which parts are machine-generated and which are your own judgment?

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A three-tier convention, stated once and used consistently: verified — checked against source, I'll stake the analysis on it; model-suggested — the AI surfaced this pattern, plausi…

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