Recent comments in /f/singularity

lostinthesubether t1_j9sr24z wrote

Really recommend watching the whole episode, as the meme is kind of taken out of context, he knows it is just a glorified chatbot search engine, but he goes on to talk about it having a possible game changing impact and what if we were only just starting on the tech S curve.

Really recommend his channel, especially the episode about the microwave oven…..

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turnip_burrito t1_j9sr0vp wrote

I'll give you a poor example, off the top of my head, since I'm too lazy to look up concrete examples. I've asked it a version of this question (not exact but you'll get the idea):

"Say that hypothetically, we have this situation. There is a bus driven by a bus driver. The bus driver's name is Michael. The bus driver is a dog. What is the name of the dog?"

This is just a simple application of transitivity, which people intuitively understand:

Michael <-> Bus driver <-> Dog

So when I ask ChatGPT what the name of the dog is, ChatGPT should say "Michael".

Instead ChatGPT answers with "The bus driver cannot be a dog. The name of the bus driver is given, but not the name of the dog. So there's not enough information to tell the dog's name."

It just gets hung up on certain things and doesn't acknowledge clear path from A to B to C.

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nul9090 t1_j9sqmaf wrote

In my view, the biggest flaw of transformers is the fact that they have quadratic complexity. This basically means they will not become significantly faster anytime soon. The context window size will grow slowly too.

Linear transformers and Structured State Space Sequence (S4) models are promising approaches to solve that though.

My hunch it that LLMs should be very useful in the near-term but, in the future, they will be of little value to AGI architecture but I am unable to convincingly explain why.

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