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Sholto Douglas

๐Ÿ‘ค Speaker
1567 total appearances

Appearances Over Time

Podcast Appearances

Dwarkesh Podcast
Sholto Douglas & Trenton Bricken - How to Build & Understand GPT-7's Mind

You can think about the analogies here to the brain.

Dwarkesh Podcast
Sholto Douglas & Trenton Bricken - How to Build & Understand GPT-7's Mind

And in fact, I have one of our friends, though, he had a paper in grad school about thinking about attention in the brain.

Dwarkesh Podcast
Sholto Douglas & Trenton Bricken - How to Build & Understand GPT-7's Mind

And he said this is the only or first process.

Dwarkesh Podcast
Sholto Douglas & Trenton Bricken - How to Build & Understand GPT-7's Mind

like, neural explanation of why attention works, whereas we have evidence from why the CNN's work, convolutional neural networks work based on the visual cortex or something.

Dwarkesh Podcast
Sholto Douglas & Trenton Bricken - How to Build & Understand GPT-7's Mind

Yeah, I'm curious, do you think in the brain there's something like a residual stream of this compressed amount of information that's moving through and it's getting modified as you're thinking about something?

Dwarkesh Podcast
Sholto Douglas & Trenton Bricken - How to Build & Understand GPT-7's Mind

Even if that's not what's literally happening, do you think that's a good metaphor for what's happening in the brain?

Dwarkesh Podcast
Sholto Douglas & Trenton Bricken - How to Build & Understand GPT-7's Mind

also 70 of your neurons in the brain are in the cerebellum they're small um but they're they're there and they're taking up real metabolic cost this was one of glern's points that like what changed with humans was not just that we have more neurons or he says he shared this article um but specifically there's more neurons in the cerebral cortex in the cerebellum and

Dwarkesh Podcast
Sholto Douglas & Trenton Bricken - How to Build & Understand GPT-7's Mind

You should say more about this, but like they're more expensive and they're more involved in signaling and sending information back and forth.

Dwarkesh Podcast
Sholto Douglas & Trenton Bricken - How to Build & Understand GPT-7's Mind

Yeah.

Dwarkesh Podcast
Sholto Douglas & Trenton Bricken - How to Build & Understand GPT-7's Mind

Is that attention what's going on?

Dwarkesh Podcast
Sholto Douglas & Trenton Bricken - How to Build & Understand GPT-7's Mind

Yeah.

Dwarkesh Podcast
Sholto Douglas & Trenton Bricken - How to Build & Understand GPT-7's Mind

I want to zoom out and ask, I think what motivated this discussion in the beginning was we were talking about like, wait, what is the reasoning?

Dwarkesh Podcast
Sholto Douglas & Trenton Bricken - How to Build & Understand GPT-7's Mind

What is the memory?

Dwarkesh Podcast
Sholto Douglas & Trenton Bricken - How to Build & Understand GPT-7's Mind

What do you think about the analogy you found to attention and this?

Dwarkesh Podcast
Sholto Douglas & Trenton Bricken - How to Build & Understand GPT-7's Mind

Do you think of this as more just looking up the relevant memories or the relevant facts?

Dwarkesh Podcast
Sholto Douglas & Trenton Bricken - How to Build & Understand GPT-7's Mind

And if that is the case, like where is the reasoning happening in the brain?

Dwarkesh Podcast
Sholto Douglas & Trenton Bricken - How to Build & Understand GPT-7's Mind

How do we think about like how that builds up into the reasoning?

Dwarkesh Podcast
Sholto Douglas & Trenton Bricken - How to Build & Understand GPT-7's Mind

Yeah, one of the things I talked to Demis about was he had a paper in 2008 that memory and imagination are very linked because of this very thing that you mentioned of memory is reconstructive.

Dwarkesh Podcast
Sholto Douglas & Trenton Bricken - How to Build & Understand GPT-7's Mind

And so you are in some sense imagining every time you're thinking of a memory because you're only storing a condensed version of it and you have to.

Dwarkesh Podcast
Sholto Douglas & Trenton Bricken - How to Build & Understand GPT-7's Mind

And this is famously why human memory is terrible and why people in the witness box or whatever will just make shit up.