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Marcus Hutter

๐Ÿ‘ค Speaker
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912 total appearances
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Podcast Appearances

Lex Fridman Podcast
#75 โ€“ Marcus Hutter: Universal Artificial Intelligence, AIXI, and AGI

But most curiosity, well, in humans and especially in children, is not just for its own sake, but for actually learning about the environment and for behaving better.

Lex Fridman Podcast
#75 โ€“ Marcus Hutter: Universal Artificial Intelligence, AIXI, and AGI

So I think most curiosity is tied in the end to what's performing better.

Lex Fridman Podcast
#75 โ€“ Marcus Hutter: Universal Artificial Intelligence, AIXI, and AGI

Well, okay.

Lex Fridman Podcast
#75 โ€“ Marcus Hutter: Universal Artificial Intelligence, AIXI, and AGI

Okay, to the first question, the biological reward function is to survive and to spread, and very few humans are able to overcome this biological reward function.

Lex Fridman Podcast
#75 โ€“ Marcus Hutter: Universal Artificial Intelligence, AIXI, and AGI

But we live in a very nice world where we have lots of spare time and can still survive and spread, so we can develop

Lex Fridman Podcast
#75 โ€“ Marcus Hutter: Universal Artificial Intelligence, AIXI, and AGI

arbitrary other interests, which is quite interesting.

Lex Fridman Podcast
#75 โ€“ Marcus Hutter: Universal Artificial Intelligence, AIXI, and AGI

On top of that.

Lex Fridman Podcast
#75 โ€“ Marcus Hutter: Universal Artificial Intelligence, AIXI, and AGI

On top of that, yeah.

Lex Fridman Podcast
#75 โ€“ Marcus Hutter: Universal Artificial Intelligence, AIXI, and AGI

But the survival and spreading sort of is, I would say, the goal or the reward function of humans, the core one.

Lex Fridman Podcast
#75 โ€“ Marcus Hutter: Universal Artificial Intelligence, AIXI, and AGI

My own meaning of life and reward function is to find an AGI to build it.

Lex Fridman Podcast
#75 โ€“ Marcus Hutter: Universal Artificial Intelligence, AIXI, and AGI

Yeah, that is one of the criticisms about ICSI, that it ignores computational completely.

Lex Fridman Podcast
#75 โ€“ Marcus Hutter: Universal Artificial Intelligence, AIXI, and AGI

And some people believe that intelligence is inherently tied to what's bounded resources.

Lex Fridman Podcast
#75 โ€“ Marcus Hutter: Universal Artificial Intelligence, AIXI, and AGI

I would say that an intelligence notion which ignores computational limits is extremely useful.

Lex Fridman Podcast
#75 โ€“ Marcus Hutter: Universal Artificial Intelligence, AIXI, and AGI

A good intelligent notion which includes these resources would be even more useful, but we don't have that yet.

Lex Fridman Podcast
#75 โ€“ Marcus Hutter: Universal Artificial Intelligence, AIXI, and AGI

And so look at other fields outside of computer science.

Lex Fridman Podcast
#75 โ€“ Marcus Hutter: Universal Artificial Intelligence, AIXI, and AGI

computational aspects never play a fundamental role.

Lex Fridman Podcast
#75 โ€“ Marcus Hutter: Universal Artificial Intelligence, AIXI, and AGI

You develop biological models for cells, something in physics, these theories, I mean, become more and more crazy and harder and harder to compute.

Lex Fridman Podcast
#75 โ€“ Marcus Hutter: Universal Artificial Intelligence, AIXI, and AGI

Well, in the end, of course, we need to do something with this model, but this is more a nuisance than a feature.

Lex Fridman Podcast
#75 โ€“ Marcus Hutter: Universal Artificial Intelligence, AIXI, and AGI

And I'm sometimes wondering if artificial intelligence would not sit in a computer science department, but in a philosophy department,

Lex Fridman Podcast
#75 โ€“ Marcus Hutter: Universal Artificial Intelligence, AIXI, and AGI

then this computational focus would be probably significantly less.