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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

Walk me through how you decide whether a piece of content — a landing-page headline, a paid social ad variant, a subject line — gets first-drafted by a generative AI tool versus written by a human on your team from the start.

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I split it by two things: how much brand judgment the piece requires, and how reversible a mistake would be.…

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