this post was submitted on 12 Apr 2026
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This is a big point. People need to understand that the LLMs are more like a fancy graphing calculator; they are very good and handle multiple things, but its on you to understand why the calculation is meaningful. At a certain point no one wants to see your long division or factorial. We want the results and for students and professionals to focus on the concept.
I get the metaphor but it's not a great one for AI in mathematics especially. A statistical word generator is not going to perform reliable math and woe to anyone who acts otherwise.
I would call it an autistic sycophantic savant with brain damage. It's able to perform apparent miraculous feats of memory and creativity but then be unable to tell reality from fiction, to tell if even the simplest response is valid, and likely will lie about it to make itself seem more competent to please you.
If you have a use for an assistant like that, then great. But a calculator - simple and cheap and reliable - it definitely is not.