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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 set up and supervise an AI agent tasked with pulling public filings, news, and litigation records on a target across multiple sources — where do you check its work?

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I scope the agent narrowly rather than giving it an open-ended research mandate — specific source types, a defined lookback window, and an explicit instruction to cite where every

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