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Karpathy explains it far better than I did in his "State of GPT" talk about a month ago: https://www.youtube.com/watch?v=bZQun8Y4L2A

Yes, language can do that, but books and other texts, on average, leave out a lot of steps that humans have learned to do naturally. They can be prompted to do them, and their answers improve, indicates that there is definitely some level of "reasoning" there.

But it has weird limitations in its current forms. I expect that to improve pretty quickly, tbh.




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