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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

How does your team flag, inside a shared design file, which elements were AI-generated versus hand-built, so the next person working on it — or the client during handoff — isn't guessing?

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We tag layers and components at the source — an “AI-gen” label in the layer name or a dedicated page in the file with generation notes: which tool, rough prompt, and date, right next to the asset.…

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