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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 assistant suggests a fix for a recurring server issue, and it’s plausible, well-formatted, and wrong about the root cause. What tips you off before you apply it to a client’s environment?

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The tell is usually that the fix matches the symptom pattern in general but not the specific evidence in front of me.

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