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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 · Collaboration Norms

Your grade-level team can't agree on how much of a lesson plan or set of feedback comments is acceptable to have AI draft before it stops being ‘your own work.’ How do you get the team to a shared standard?

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I reframe the argument, because ‘how much AI is acceptable’ is the wrong question — the right one is ‘what's the standard we're actually trying to protect.…

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