this post was submitted on 28 Mar 2024
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Can we fucking stop anthropomorphising software?
"Hallucinate" is the standard term used to explain the GenAI models coming up with untrue statements
in terms of communication utility, it's also a very accurate term.
when WE hallucinate, it's because our internal predictive models are flying off the rails filling in the blanks based on assumptions rather than referencing concrete sensory information and generating results that conflict with reality.
when AIs hallucinate, it's due to its predictive model generating results that do not align with reality because it instead flew off the rails presuming what was calculated to be likely to exist rather than referencing positively certain information.
it's the same song, but played on a different instrument.
Is it really? You make it sound like this is a proven fact.
I believe that's where the scientific community is moving towards, based on watching this Kyle Hill video.
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this Kyke Hill video
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I know I'm responding to a bot, but... how does a PipedLinkBot get "Kyle Hill" wrong to "Kyke Hill"? More AI hallucinations?
Op has a pencil in the top right, looks like it was edited
True, I missed that
i mean, idk about the assumptions part of it, but if you asked a psych or a philosopher, im sure they would agree.
Or they would disagree and have about 3 pages worth of thoughts to immediately exclaim otherwise they would feel uneasy about their statement.
Better than one of those pesky unproven facts
I think a more accurate term would be confabulate based on your explanation.
you know what, i like that! I like that a lot!
No?
An anthropomorphic model of the software, wherein you can articulate things like "the software is making up packages", or "the software mistakenly thinks these packages ought to exist", is the right level of abstraction for usefully reasoning about software like this. Using that model, you can make predictions about what will happen when you run the software, and you can take actions that will lead to the outcomes you want occurring more often when you run the software.
If you try to explain what is going on without these concepts, you're left saying something like "the wrong token is being sampled because the probability of the right one is too low because of several thousand neural network weights being slightly off of where they would have to be to make the right one come out consistently". Which is true, but not useful.
The anthropomorphic approach suggests stuff like "yell at the software in all caps to only use python packages that really exist", and that sort of approach has been found to be effective in practice.
Woops sorry mate, too late.
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too late
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I'm open-source; check me out at GitHub.