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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

A risk model with AI-driven inputs shows your desk’s portfolio VaR dropping sharply overnight with no obvious market driver. Walk me through how you’d figure out whether that’s real or a model artifact.

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A VaR number that moves that much without a market story is more likely a data or model issue than a genuine risk change, so I don’t act on it — I reconcile it first.

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