[minimaxir]

If your math does not involve multiplying 20 digit numbers, modern LLMs can "do" math even without a Python tool despite the counterintuition of next token prediction.

[DiogenesKynikos]

And if you give your LLM access to a calculator, it will have to problem multiplying 20-digit numbers.