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Manolis Kellis

๐Ÿ‘ค Speaker
See mentions of this person in podcasts
1139 total appearances

Appearances Over Time

Podcast Appearances

Lex Fridman Podcast
#373 โ€“ Manolis Kellis: Evolution of Human Civilization and Superintelligent AI

Basically, again, as parents, we spend enormous amount of energy trying to fix, quote unquote, the nurture part, trying to get them to share, get them to be kind, get them to be open.

Lex Fridman Podcast
#373 โ€“ Manolis Kellis: Evolution of Human Civilization and Superintelligent AI

get them to trust each other, like, you know, like overcome the prisoner's dilemma of, you know, if everyone fends for themselves, we're all gonna live in a horrible place.

Lex Fridman Podcast
#373 โ€“ Manolis Kellis: Evolution of Human Civilization and Superintelligent AI

But if we're a little more altruistic, then we're all gonna be in a better place.

Lex Fridman Podcast
#373 โ€“ Manolis Kellis: Evolution of Human Civilization and Superintelligent AI

And I think it's not like we treat our kids differently, but they're just born differently.

Lex Fridman Podcast
#373 โ€“ Manolis Kellis: Evolution of Human Civilization and Superintelligent AI

So in a way, as a geneticist, I have to admit that there's only so much I can do with nurture, that nature definitely plays a big component.

Lex Fridman Podcast
#373 โ€“ Manolis Kellis: Evolution of Human Civilization and Superintelligent AI

So I'm going to talk about regression.

Lex Fridman Podcast
#373 โ€“ Manolis Kellis: Evolution of Human Civilization and Superintelligent AI

Why do we call it regression?

Lex Fridman Podcast
#373 โ€“ Manolis Kellis: Evolution of Human Civilization and Superintelligent AI

And the concept of regression to the mean, the fact that when fighter pilots in a dogfight did amazingly well, they would give them rewards.

Lex Fridman Podcast
#373 โ€“ Manolis Kellis: Evolution of Human Civilization and Superintelligent AI

And then the next time they're in dogfight, they would do worse.

Lex Fridman Podcast
#373 โ€“ Manolis Kellis: Evolution of Human Civilization and Superintelligent AI

So then, you know, the Navy basically realized that, wow, or at least interpreted that as, wow, we're ruining them by praising them.

Lex Fridman Podcast
#373 โ€“ Manolis Kellis: Evolution of Human Civilization and Superintelligent AI

And then they're going to perform worse.

Lex Fridman Podcast
#373 โ€“ Manolis Kellis: Evolution of Human Civilization and Superintelligent AI

The statistical interpretation of that is regression of the mean.

Lex Fridman Podcast
#373 โ€“ Manolis Kellis: Evolution of Human Civilization and Superintelligent AI

The fact that you're an extraordinary pilot, you've been trained in an extraordinary fashion, that pushes your mean further and further to extraordinary achievement.

Lex Fridman Podcast
#373 โ€“ Manolis Kellis: Evolution of Human Civilization and Superintelligent AI

And then in some dogfights, you'll just do extraordinarily well.

Lex Fridman Podcast
#373 โ€“ Manolis Kellis: Evolution of Human Civilization and Superintelligent AI

The probability that the next one will be just as good is almost nil because this is the peak of your performance.

Lex Fridman Podcast
#373 โ€“ Manolis Kellis: Evolution of Human Civilization and Superintelligent AI

And just by statistical odds, the next one will be another sample from the same underlying distribution, which is going to be a little closer to the mean.

Lex Fridman Podcast
#373 โ€“ Manolis Kellis: Evolution of Human Civilization and Superintelligent AI

So regression analysis takes its name from this type of realization in the statistical world.

Lex Fridman Podcast
#373 โ€“ Manolis Kellis: Evolution of Human Civilization and Superintelligent AI

Now, if you now take humans, you basically have people who have achieved extraordinary achievements.

Lex Fridman Podcast
#373 โ€“ Manolis Kellis: Evolution of Human Civilization and Superintelligent AI

Einstein, for example, you would call him, for example, the epitome of human intellect.

Lex Fridman Podcast
#373 โ€“ Manolis Kellis: Evolution of Human Civilization and Superintelligent AI

Does that mean that all of his children and grandchildren will be extraordinary geniuses?