IT Revolution @itrevolution.com · Jun 29

LLMs don't produce correct answers—they produce statistically likely ones. Jonathan Snyder's paper on AI-assisted engineering is one of the more honest guides to what working safely with that reality actually requires. Read more in today's article: itrev.io/4vnatbe

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Gordon Klein · Jun 30

Such an important distinction. Statistically likely isn't the same as true — and the polish makes that gap easy to miss. The safeguard isn't technical, it's a stance: treat every output as a draft to interrogate, never an answer to trust. A human owns the words that ship.