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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 · Stakeholder Communication

Walk me through how and when you disclose to a customer that they're talking to an AI agent rather than a person — and where you draw the line if they ask directly.

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I treat disclosure as non-negotiable, not situational — every chat and voice interaction opens with a clear statement that the customer is talking to an AI assistant, in plain lang…

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