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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 are you keeping your fundamental research skills sharp now that AI tools can produce a first-draft investment thesis in minutes — what are you doing to make sure you can still build one from scratch?

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I deliberately still build theses from scratch on a regular cadence — picking a name outside my usual coverage and doing the research the old way, filings, calls, channel checks, before I ever open an AI tool on it.…

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