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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 · Governance Risk

An AI assistant generates a function that looks suspiciously close to a snippet you recognize from an open-source project with a restrictive license. What do you do before that code goes into your company's proprietary codebase?

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I stop and treat it as a real IP question, not a style concern, because code that's substantially reproduced from a copyleft-licensed project can create an obligation for the whole…

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