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naraburns  nihil supernum  1yr ago (text post)   3047 thread views

Friday Fun Thread for March 24, 2023

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What's your definition of AGI? The label feels more like a vibe than anything else.

For me, the multi-modal capabilities of GPT-4 and others [1][2] start to push it over the edge.

One possible threshold are Bongard problems[3]. A year ago I thought, while GPT-3 was very impressive, we were still a long way from AI solving a puzzle like this (what rule defines the two groups?) [4]. But now it seems GPT-4 has a good shot, and if not 4, then perhaps 4.5. As far as I know, no one has actually tried this yet.

So what other vibe checks are there? Wikipedia offers some ideas[5]

  • Turing test - GPT3 passes this IMO

  • Coffee test - can it enter an unknown house and make a coffee? Palm-E[1] is getting there

  • Student test - can it pass classes and get a degree? Yes, if the GPT-4 paper is to believed

Yes, current models can't really 'learn' after training, they can't see outside their context window, they have no memory... but these issues don't seem to be holding them back.

Maybe you want your AGIs to have 'agency' or 'conciousness'? I'd prefer mine didn't, for safety reasons, but would guess you could simulate it by continuously/recursively prompting GPT to generate a train of thought.

[1] https://ai.googleblog.com/2023/03/palm-e-embodied-multimodal-language.html

[2] https://arxiv.org/pdf/2302.14045.pdf

[3] https://metarationality.com/bongard-meta-rationality

[4] https://metarationality.com/images/metarationality/bp199.gif

[5] https://en.wikipedia.org/wiki/Artificial_general_intelligence#Tests_for_testing_human-level_AGI

The vast majority of humans couldn't replace a single OpenAI employee, let alone all of them. I think your standard for intelligence is too high.

OP's question is about what you consider AGI. I consider it general intelligence, like that it can do a very wide variety of basic tasks and easily learn how to do new things. A human child once they're 3-5 years old is a general intelligence in my opinion. But yeah the exact definition is all in the eye of the beholder.

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