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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 · Error Handling

An AI writing-detection tool flags a student's essay as likely AI-generated, but you suspect it's a false positive. Walk me through how you handle the situation from there.

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I treat a detector flag as a prompt to investigate, never as a verdict — these tools have real false-positive rates, especially for English learners and formulaic, rule-heavy writi

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