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LLM Math: Why 99.9% Right is Still 100% Wrong

Problems with AI Math

LLM Math: Why 99.9% Right is Still 100% Wrong

"LLM math is close enough. And it's getting better!" I hear this a lot when developers (or investors) talk about LLM-generated calculations. And I get it. If all you need is a quick, “general ballpark” answer, close enough feels fine. Use it, iterate, do the hard

By Elia Freedman 13 Dec 2025
LLMs Are Guessing at Math TrueMath

Problems with AI Math

LLMs Are Guessing at Math (And That's a Problem)

Let’s be clear: the tech is so cool! I ask a question and it gives me an answer using a wealth of knowledge from all over the web. It synthesizes information that would have taken forever to track down, helps me organize random streams of thought, and has helped

By Elia Freedman 08 Dec 2025
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