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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 · Agentic Workflows

Walk me through how you'd design oversight for an AI agent that pulls together and files customs entry documentation across multiple shipments without a human touching each one.

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Filing is the one place I don't treat 'the agent usually gets it right' as good enough, because errors there create regulatory exposure, not just an internal fix.

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