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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 · Tool Usage

You're scoping a literature review with an AI research assistant that can search and summarize abstracts across academic databases. Walk me through which parts of the review you hand to it and which parts you insist on doing yourself.

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I use the AI assistant for search breadth and abstract triage — running it across multiple databases, letting it cluster results by theme, and using it to knock a thousand hits dow…

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