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The thing is that we've known how to do reasoning with computers since the 1960's at least. Here:

https://dl.acm.org/doi/10.1145/321250.321253

That's the paper introducing the Resolution principle, which is a sound and complete system of deductive inference, with a single inference rule simple enough that a computer can run it.

The paper is from 1965. AI research had reasoning down pat since the 1970's at least. Modern systems have made progress in modelling and prediction, but lost the ability to reason in the progress.

Yeah, we totally "scienced that shit" as you say in a comment below. And then there was an AI winter and we threw the science out because there wasn't funding for it. And now we got language models that can't do reasoning because all the funding comes from big tech corps that don't give a shit about sciencing anything but their bottom line.



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