Menu
Sign In Search Podcasts Libraries Charts People & Topics Add Podcast API Blog Pricing

Jeff Klune

πŸ‘€ Speaker
145 total appearances

Appearances Over Time

Podcast Appearances

Futureproof with Jonathan McCrea
Will AI replace scientists?

We didn't want to accept that we were related to the other animals.

Futureproof with Jonathan McCrea
Will AI replace scientists?

We didn't want to accept that we might not be the only people who can play chess and go.

Futureproof with Jonathan McCrea
Will AI replace scientists?

And in the long march of kind of taking humans down a peg,

Futureproof with Jonathan McCrea
Will AI replace scientists?

Currently, people are saying, oh, AI would never be creative at scientific enterprises, and humans are the only ones that can do that.

Futureproof with Jonathan McCrea
Will AI replace scientists?

But actually, we have some evidence that the system can be creative.

Futureproof with Jonathan McCrea
Will AI replace scientists?

For example, the system produced a paper that I read, and when I read it, I said, oh, that's actually a really creative idea.

Futureproof with Jonathan McCrea
Will AI replace scientists?

And it turned out about two months later, a human team of scientists released a paper that did that exact same idea.

Futureproof with Jonathan McCrea
Will AI replace scientists?

And it was celebrated by the community as an interesting novel study that advanced the field.

Futureproof with Jonathan McCrea
Will AI replace scientists?

So we have some evidence that the system can come up with ideas that humans find creative.

Futureproof with Jonathan McCrea
Will AI replace scientists?

Correct.

Futureproof with Jonathan McCrea
Will AI replace scientists?

It independently came up with it, and we can verify that because the paper came out after our system was trained and after our system produced the paper.

Futureproof with Jonathan McCrea
Will AI replace scientists?

That paper was not publicly available when our system independently came up with that idea.

Futureproof with Jonathan McCrea
Will AI replace scientists?

Yeah, so the AI scientist has a complicated orchestration of a few different models under its hood.

Futureproof with Jonathan McCrea
Will AI replace scientists?

And we were using models that were state-of-the-art at that time.

Futureproof with Jonathan McCrea
Will AI replace scientists?

Already, the models are way better.

Futureproof with Jonathan McCrea
Will AI replace scientists?

So even if you re-ran our current system with the current models, they would be way better.

Futureproof with Jonathan McCrea
Will AI replace scientists?

In fact, one of the new results in the paper that we had in Nature shows that if you kind of use models later in time, the quality of the science produced by the system just goes up and up and up because the underlying models are getting smarter and better.

Futureproof with Jonathan McCrea
Will AI replace scientists?

Not only do they not realize that, I think that most people do not understand the rate of improvement

Futureproof with Jonathan McCrea
Will AI replace scientists?

They might think that they do.

Futureproof with Jonathan McCrea
Will AI replace scientists?

They know that AI is moving fast, but they don't understand just how fast it is improving.