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Andrej Karpathy

๐Ÿ‘ค Speaker
3419 total appearances

Appearances Over Time

Podcast Appearances

Dwarkesh Podcast
Andrej Karpathy โ€” AGI is still a decade away

It's something like that.

Dwarkesh Podcast
Andrej Karpathy โ€” AGI is still a decade away

Because the cortex is famously very plastic as well.

Dwarkesh Podcast
Andrej Karpathy โ€” AGI is still a decade away

You can rewire, you know, parts of brains.

Dwarkesh Podcast
Andrej Karpathy โ€” AGI is still a decade away

And there was the slightly gruesome experiments with rewiring, like, visual cortex to the auditory cortex, and this animal, like, learned fine, etc.

Dwarkesh Podcast
Andrej Karpathy โ€” AGI is still a decade away

So I think that this is kind of like cortical tissue.

Dwarkesh Podcast
Andrej Karpathy โ€” AGI is still a decade away

I think when we're doing reasoning and planning inside the neural networks, so basically doing reasoning traces for thinking models, that's kind of like the prefrontal cortex.

Dwarkesh Podcast
Andrej Karpathy โ€” AGI is still a decade away

And then I think maybe those are like little check marks, but I still think there's many brain parts and nuclei that are not explored.

Dwarkesh Podcast
Andrej Karpathy โ€” AGI is still a decade away

So maybe, for example, there's a basal ganglia doing a bit of reinforcement learning when we fine tune the models on reinforcement learning.

Dwarkesh Podcast
Andrej Karpathy โ€” AGI is still a decade away

But, you know, whereas like the hippocampus, not obvious what that would be.

Dwarkesh Podcast
Andrej Karpathy โ€” AGI is still a decade away

some parts are probably not important.

Dwarkesh Podcast
Andrej Karpathy โ€” AGI is still a decade away

Maybe the cerebellum is, like, not important to cognition, it's thought, so maybe we can skip some of it.

Dwarkesh Podcast
Andrej Karpathy โ€” AGI is still a decade away

But I still think there's, for example, the amygdala, all the emotions and instincts.

Dwarkesh Podcast
Andrej Karpathy โ€” AGI is still a decade away

And there's probably, like, a bunch of other nuclei in the brain that are very ancient that I don't think we've, like, really replicated.

Dwarkesh Podcast
Andrej Karpathy โ€” AGI is still a decade away

I don't actually know that we should be pursuing, you know, the building of an analog of human brain.

Dwarkesh Podcast
Andrej Karpathy โ€” AGI is still a decade away

I'm, again, an engineer, mostly at heart.

Dwarkesh Podcast
Andrej Karpathy โ€” AGI is still a decade away

But...

Dwarkesh Podcast
Andrej Karpathy โ€” AGI is still a decade away

I still feel like maybe another way to answer the question is you're not going to hire this thing as an intern.

Dwarkesh Podcast
Andrej Karpathy โ€” AGI is still a decade away

And it's missing a lot of it's because it comes with a lot of these cognitive deficits that we all intuitively feel when we talk to the models.

Dwarkesh Podcast
Andrej Karpathy โ€” AGI is still a decade away

And so it's just like not fully there yet.

Dwarkesh Podcast
Andrej Karpathy โ€” AGI is still a decade away

You can look at it as like not all the brain parts are checked off yet.