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Marcus Hutter

πŸ‘€ Speaker
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912 total appearances
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Podcast Appearances

Lex Fridman Podcast
#75 – Marcus Hutter: Universal Artificial Intelligence, AIXI, and AGI

OK, so.

Lex Fridman Podcast
#75 – Marcus Hutter: Universal Artificial Intelligence, AIXI, and AGI

But there is ways of getting computable approximations of the ICSI model.

Lex Fridman Podcast
#75 – Marcus Hutter: Universal Artificial Intelligence, AIXI, and AGI

So then it's at least computable.

Lex Fridman Podcast
#75 – Marcus Hutter: Universal Artificial Intelligence, AIXI, and AGI

It is still way beyond any resources anybody will ever have.

Lex Fridman Podcast
#75 – Marcus Hutter: Universal Artificial Intelligence, AIXI, and AGI

But then the GΓΆdel machine could sort of improve it further and further in an exact way.

Lex Fridman Podcast
#75 – Marcus Hutter: Universal Artificial Intelligence, AIXI, and AGI

It is optimal in terms of the reward collected over its interaction cycles, but it takes infinite time to produce one action.

Lex Fridman Podcast
#75 – Marcus Hutter: Universal Artificial Intelligence, AIXI, and AGI

And the world continues whether you want it or not.

Lex Fridman Podcast
#75 – Marcus Hutter: Universal Artificial Intelligence, AIXI, and AGI

So the model is assuming you had an oracle which solved this problem and then in the next 100 milliseconds or the reaction time you need gives the answer, then AXE is optimal.

Lex Fridman Podcast
#75 – Marcus Hutter: Universal Artificial Intelligence, AIXI, and AGI

So it's optimally in sense of data, also from learning efficiency and data efficiency, but not in terms of computation time.

Lex Fridman Podcast
#75 – Marcus Hutter: Universal Artificial Intelligence, AIXI, and AGI

You say humans are an instantiation of an IC agent?

Lex Fridman Podcast
#75 – Marcus Hutter: Universal Artificial Intelligence, AIXI, and AGI

Yes.

Lex Fridman Podcast
#75 – Marcus Hutter: Universal Artificial Intelligence, AIXI, and AGI

Oh, that would be amazing.

Lex Fridman Podcast
#75 – Marcus Hutter: Universal Artificial Intelligence, AIXI, and AGI

But I think that's not true even for the smartest and most rational humans, I think.

Lex Fridman Podcast
#75 – Marcus Hutter: Universal Artificial Intelligence, AIXI, and AGI

Maybe we are very crude approximations.

Lex Fridman Podcast
#75 – Marcus Hutter: Universal Artificial Intelligence, AIXI, and AGI

Well, some flaws...

Lex Fridman Podcast
#75 – Marcus Hutter: Universal Artificial Intelligence, AIXI, and AGI

if you think more carefully about it, are actually not flaws, yeah, but I think there are still enough flaws.

Lex Fridman Podcast
#75 – Marcus Hutter: Universal Artificial Intelligence, AIXI, and AGI

I don't know.

Lex Fridman Podcast
#75 – Marcus Hutter: Universal Artificial Intelligence, AIXI, and AGI

That's your Russian background, I think.

Lex Fridman Podcast
#75 – Marcus Hutter: Universal Artificial Intelligence, AIXI, and AGI

Let me also ask you a question.

Lex Fridman Podcast
#75 – Marcus Hutter: Universal Artificial Intelligence, AIXI, and AGI

Do you think I'm conscious?