If you ask an LLM to count the r's in "strawberry sherbert", it's 100% hit and miss.

But have it create a script or program in any language you want to do the same, I'm 99% sure it'll get it right the first time.

People use LLMs like graphing calculators, they're not. But you can have one MAKE a calculator and it'll get it right.