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Tyler Cowen

๐Ÿ‘ค Speaker
See mentions of this person in podcasts
1655 total appearances

Appearances Over Time

Podcast Appearances

Dwarkesh Podcast
Tyler Cowen - the #1 bottleneck to AI progress is humans

The very bottom of the distribution, well, youth crime has been falling since the 90s.

Dwarkesh Podcast
Tyler Cowen - the #1 bottleneck to AI progress is humans

So the very bottom of the distribution also is getting better.

Dwarkesh Podcast
Tyler Cowen - the #1 bottleneck to AI progress is humans

I think there's some thick middle above the very bottom and extending like a bit above the median that's clearly getting worse.

Dwarkesh Podcast
Tyler Cowen - the #1 bottleneck to AI progress is humans

And because they're getting worse, there's a lot of anecdotal examples of them getting worse.

Dwarkesh Podcast
Tyler Cowen - the #1 bottleneck to AI progress is humans

Like students wanting more time to take the test or having flimsy excuses or mental health problems with the young or whatever.

Dwarkesh Podcast
Tyler Cowen - the #1 bottleneck to AI progress is humans

There's a lot more of that because of that thick band of people getting worse.

Dwarkesh Podcast
Tyler Cowen - the #1 bottleneck to AI progress is humans

And that's a great concern.

Dwarkesh Podcast
Tyler Cowen - the #1 bottleneck to AI progress is humans

But I see the very bottom and a big chunk of the top of the distribution as just much better.

Dwarkesh Podcast
Tyler Cowen - the #1 bottleneck to AI progress is humans

And I think it's pretty proven by numbers that that's the case.

Dwarkesh Podcast
Tyler Cowen - the #1 bottleneck to AI progress is humans

So I would say this increasing variance with the weird mix of where the gains and declines are showing up.

Dwarkesh Podcast
Tyler Cowen - the #1 bottleneck to AI progress is humans

And I've said this to Patrick and I'm gonna say it to him again and I hope I can convince him.

Dwarkesh Podcast
Tyler Cowen - the #1 bottleneck to AI progress is humans

The median goes down.

Dwarkesh Podcast
Tyler Cowen - the #1 bottleneck to AI progress is humans

A lot of tests, they've pushed more people into taking the test, PISA scores in particular.

Dwarkesh Podcast
Tyler Cowen - the #1 bottleneck to AI progress is humans

So I suspect those scores adjusted for that are roughly constant, which is still not great, I agree.

Dwarkesh Podcast
Tyler Cowen - the #1 bottleneck to AI progress is humans

And I think there's some decline, some of it is pandemic and we're recovering a bit slowly, getting back to human bottlenecks.

Dwarkesh Podcast
Tyler Cowen - the #1 bottleneck to AI progress is humans

But I think a lot of the talk of declining test scores is somewhat overblown.

Dwarkesh Podcast
Tyler Cowen - the #1 bottleneck to AI progress is humans

At most, there's a very modest decline, I would say.

Dwarkesh Podcast
Tyler Cowen - the #1 bottleneck to AI progress is humans

There's plenty of data on the earnings of Stanford kids.

Dwarkesh Podcast
Tyler Cowen - the #1 bottleneck to AI progress is humans

If there were a betting market in what's the future trend, I'm long.

Dwarkesh Podcast
Tyler Cowen - the #1 bottleneck to AI progress is humans

How long I should be, I really don't know.