this post was submitted on 24 Jun 2026
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These models tested are so old they're from the era where they couldn't pass a math test or count letters in words
Afaik that is handled through tool use in modern models (ie they didn’t learn to do maths, they learnt to use a calculator), assuming that’s true and I haven’t missed some advance, their conclusions are likely still relevant
Edit: though the article does seem to discard the chain of thought techniques a little readily, feels like they could come close to fitting the role of executive control, but perhaps that’s just the article lacking detail from the original work.
My high school math teachers would be so disappointed in them.
If I could wire a calculator into my brain I would have cheated on all the maths tests tbf
So… last week then?
I get that you hate AI but there's no reason to lie about its capabilities.
A lot of tools like Claude or ChatGPT have internal tools they call when they do math (or use a python script) rather than have the model actually compute anything.
The underlying tech itself can’t do it because you can’t do math by token probability.
That's not lying. There's nothing linguistic about numerical computation.