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Language Models Fake Math: Why They Sound Convincing But Fail

Asking a language model to do math The answer will sound convincing. Sometimes parts of it are correct. But, for the most part, it's faking it — just predicting the next word. The math will likely be wrong. (If you have math problems, check out WolframAlpha instead.)

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