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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 · Governance Risk

You're vetting a third-party AI tool that would touch student rosters, grades, or IEP data. Walk me through what you check before it's allowed in the district, and what would disqualify it outright.

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My review starts with data, not features, because a tool can be pedagogically excellent and still be a compliance failure.…

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