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No_Ninja3309_NoNoYes t1_jdr6b85 wrote

LLMs are statistical models whereas maths uses symbols. It's a different approach altogether. If we write an add function, you need two inputs a and b.

def add(a, b): return a + b

We see two symbols or variables a and b. Plus the add function, function definition and plus operation. Whereas LLMs see many tokens. A dozen perhaps. It's completely different from what a compiler/interpreter sees too. There's neurosymbolic AI which combines Deep Learning like in current LLMs with symbolic AI, but AFAIK it's not that good yet. Because I guess it's hard to mix both approaches.

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