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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

What review standard would you put in place so that no AI-generated creative asset reaches a client without a human checking it for accuracy, brand fit, and rights clearance?

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I treat AI-generated assets as needing one more review layer than human-made ones, not the same standard, because the failure modes are different — a human writer doesn’t accidenta…

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