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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 · Judgment

Your transaction monitoring system uses an AI model to score alerts, and it keeps flagging a legitimate import-export client’s wire pattern as suspicious. How do you decide whether to tune the model, document an exception, or escalate — and who signs off?

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I don’t touch the model or the alert threshold based on one client’s pattern — that’s how AML programs quietly develop blind spots.

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