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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 · Upskilling

How do you keep your modeling skills sharp — building an LBO or DCF from scratch — when AI tools can generate a working model shell in minutes?

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I still build models from a blank sheet on a regular cadence, not just when a client deadline forces it — the discipline of wiring the debt schedule, circularity, and the cash flow

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