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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 · Governance Risk

A case worker wants to paste anonymized client intake notes into a general AI chatbot to help draft a service plan for a survivor of domestic violence. Walk me through how you’d evaluate whether that’s safe, and what you’d put in place if it isn’t.

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My first question is whether ‘anonymized’ actually is — intake notes about a domestic violence survivor often contain enough specific detail, a neighborhood, a timeline, a child’s

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