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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 · Error Handling

You discover, after a campaign has launched, that an AI copywriting tool generated a claim that can’t be substantiated and may draw regulatory scrutiny. Walk me through how you handle it in the next 24 hours.

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First move is pulling the exact placements running that claim so I know the actual exposure — which channels, how much spend, how much reach so far — before I do anything else.…

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