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by rafaelero 821 days ago
> Transformers are just pattern matching.

That's trivially true. The question is: are we any different?

2 comments

I think so. You ask that question because you’re interrogating the position, not because 1000 humans have asked that question in similar situations.

You and I know there’s a truth and we’d like to find it. The GPT is just happy (I.e. rewarded) to produce frequently used tokens.

And I'm just happy to perform actions that will make me survive and reproduce?
Most likely, unless you meditate a lot. Sometimes you'll take a bullet to save other people. Sometimes you'll drink yourself into a state that doesn't help you survive or reproduce. Or you'll write on a forum anonymously that doesn't help with survival or reproduction because it's enjoyable, makes you think, or you're addicted. Who knows :)
You are even better at analyzing me than GPT-4.
but maybe that feeling of 'looking for truth' is just what happens when you're doing pattern matching on the text embeddings?
I feel it’s a bit more, given we think about it after the sentence is complete. But it raises some interesting questions about what an agent would do if it had an instruction to keep trying until it got a reliable answer. Maybe an argument generating agent and a critic agent.

Worth a shot :)

I approach LLMs with the perspective that “maybe this demonstrates that we humans are all just stochastic parrots?”and we should have the null hypothesis that humans are just pattern matchers.
This is the way I perceive my thoughts. I don't know what I'm going to think of beforehand or in advance, these could all be stochastic "tokens" based on what I've observed in my life.

So of course I feel a bit offended when people claim LLMs are just stochastic parrots, because it doesn't feel to me, that I'm specifically any better?

My thoughts - they just happen, and sometimes not in my favor - I have had times of depression, I didn't have control over my thoughts. Neither do I have now, but at least I am in a better place. Because the "happiness" chemicals are regulated to be in a more favorable state to me for various different factors.

I didn't know what I was going to comment in response to your comment, I was just streaming my conscious.