Why are LLMs bad at Math?

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If LLMs are programs running on computers, then why are they bad at math?

Why are LLMs bad at Math?

#LLMs #LanguageModels #Mathematics #AIandMath
#NaturalLanguageProcessing #GPT3 #MachineLearning
#MathSkills #AIWeaknesses #MathematicalChallenges #ArtificialIntelligence
#LLMWeaknesses #MathematicsInAI #MathematicalProcessing
#AlgorithmicLimitations
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Комментарии
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I am frustrated as I hit out every LLM on the web and none of them can do formulas very well.

generalawareness
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claude 3.5 opus helped me at solving and explaining set theory questions, I haven't tried it at other type of math yet.

mmoo
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calculating a binomial probability sum with Chat-gpt and manually with excel spreadsheet gives significant error.

phyarth
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Because it is a "language" model and not a "Math" model?! Or does it exist LLMS that it is really good at Math that an LMM (Large Math Model) does not need to?!
And if our AI is an algorithm, so does that mean AI does not exist the intelligence? Because an algorithm is like a tree roots and picking these roots that is most likely used and right... or am i nit understanding it?! maybe xD

Rakanay_Official