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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’re looking at an AI-generated dashboard projecting your year-end fundraising total from current pledges and historical giving patterns. What makes you trust or distrust that number before you share it with your board chair?

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I trust the number only as far as I trust its inputs, so before I share it I check three things.

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