this post was submitted on 13 Aug 2023
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What do you mean source? It's a language model that learned from what people said. No source is needed, just an understanding of how llms actually work. When you ask an llm what the answer to a math question is, it doesn't run a calculation of that question. Instead of gives you back what it thinks you want to hear. Some llms have gotten additional actions like making these calculations but for the most basic implementation it's telling you want you want to hear through a series of tests that you've told it if it was right or wrong on.
So you teach it what your want to hear and it repeats it.
That ignores all the papers on emergent features of LLMs and the fact they are basically black boxes. Yes, we “trained” them to write what we want to hear. But we don’t really understand what happens inside of it. We can’t categorically claim things like “they are only regurgitating what they heard”. Because that is not a scientific or even philosophical statement.
If you think about it for a second, it’s also applicable to human beings…
Exactly, the reason LLMs are so fascinating to us is how close they get to sounding human. Thing is, it's not a trick. When people dismiss LLMs because, "Oh they mostly just echo their training data set". That's just culture in humans. Then it's the emergent behavior that makes us feel unique. I'm not saying LLMs are human equivalent. But they're fairly close in design to how a huge part of our psyche works.
To assume otherwise would be incorrect with the data we have currently. You shouldn't assume something is doing more than it is until it can prove it. Otherwise, you get rocks that keep tigers away.
I think to assume what you assume is also incorrect given current data.
And that’s my entire point…. What is it doing? How what it’s doing is different from a mind or intelligence?
Like our brains and minds evolved to “fill in the blank”. For many situations, due to survival and millions of years of selection. So what is the actual difference?
I’m not saying it’s “conscious”, but why is it not a mind?
I've actually developed quite a bit with gpt4 and have beta access and have developed quite some fancy prompts if I do say so myself.
Telling me 'isn't it obvious' doesn't make it more obvious to me.