The chat UBT makes a lot of math mistakes, but it's also really good at coding. It can do arithmetic by generating the code to do the arithmetic and then it can use a calculator. In that case, kind of a similar one to us, right? We're not also that great in computation, we use calculators. So in that sense, you know, there's some similarity as well. But I think it's important to try to understand these things on their own terms.

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