this post was submitted on 20 Feb 2024
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Writing code to do math is different from actually doing the math. I can easily write "x = 8982.2 / 98984", but ask me what value x actually has and I'll need to do a lot more work and quite probably get it wrong.
This is why one of the common improvements for LLM execution frameworks these days is to give them access to external tools. Essentially, give it access to a calculator.