this post was submitted on 10 Feb 2025
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OK, it just spits predicted tokens, but in answer to what you asked and sensitive to the context you provided and its predictions are arranged such that when you decode them into language they present evidence or arguments used in thinking or argumentation. It also forms conclusions, inferences and produces results to problems, if you allow me to recycle from a dictionary definition of "reasoning". It's not perfect and obviously you can't cram a huge amount into a 16b distillation and it certainly can get things wrong, but you have to squint to not see reasoning when you ask it to guesstimate something or solve a mathematical problem. It is an LLM but there's reasoning coming out?
Yeah I see what you mean. There's a decent argument to be made that something like reasoning appears as an emergent property in this kind of system, I'll admit. Still, the fact that fundamentally the code works as a prediction engine rules out any sort of real cognition, even if it makes an impressive simulacrum. There's just no ability to invent, no true novelty, which -- to my mind at least -- is the hallmark of actual reasoning.