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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 · Agentic Workflows

Walk me through using an AI agent to generate differentiated versions of a single lesson or assessment — say, three reading levels plus accommodated versions for IEP students — before it reaches your class.

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I start from one solid base version I've already vetted myself, then have the agent generate the variants — a below-level version, an on-level version, and one with the specific ac

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