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170 points bookofjoe | 1 comments | | HN request time: 0.217s | source
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slibhb ◴[] No.43644865[source]
LLMs are statistical models trained on human-generated text. They aren't the perfectly logical "machine brains" that Asimov and others imagined.

The upshot of this is that LLMs are quite good at the stuff that he thinks only humans will be able to do. What they aren't so good at (yet) is really rigorous reasoning, exactly the opposite of what 20th century people assumed.

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Lerc ◴[] No.43650058[source]
"LLMs are statistical models"

I see this referenced over and over again to trivialise AI as if it is a fait acompli.

I'm not entirely sure why invoking statistics feels like a rebuttal to me. Putting aside the fact that LLMs are not purely statistics, even if they were what proof is there that you cannot make a statistical intelligent machine. It would not at all surprise me to learn that someone has made a purely statistical Turing complete model. To then argue that it couldn't think you are saying computers can never think, and by that and the fact that we think you are invoking a soul, God, or Penrose.

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1. vacuity ◴[] No.43653955[source]
Personally, I have a negative opinion of LLMs, but I agree completely. Many people are motivated to reject LLMs solely because they see them as "soulless machines". Judge based on the facts of the matter, and make your values clear if you must bring them into it, but don't pretend you're not applying values when you are. You can do worse: kneejerk emotional reactions are just pointless.