At the center of the country’s debates over artificial intelligence is a simple but hard question: What kind of technology is this?

Is A.I. a kind of “alien mind”? Are we unleashing a new species on the planet, one that will transform human society so completely that historical analogies to past technologies simply don’t hold? Or is A.I. more normal than that?

Arvind Narayanan is a professor of computer science at Princeton University and the director of the Center for Information Technology Policy. And he’s an author, alongside his colleague Sayash Kapoor, of the extremely influential essay “A.I. as Normal Technology.”

In that essay, and then in a Substack under that name, they lay out their case that A.I. is in fact something we’ve seen before — or at least, it’s close enough to past revolutionary technologies that we have a road map to deal with it. So I wanted to bring Narayanan on the show to hear that perspective.

Mentioned:

“A.I. as Normal Technology” by Arvind Narayanan and Sayash Kapoor

“What Will Be Scarce?” by Alex Imas

Book Recommendations:

“Not the End of the World” by Hannah Ritchie

“Breakneck” by Dan Wang

“Thinking in Systems by Donella Meadows

Thoughts? Guest suggestions? Email us at [email protected].

You can find the transcript and more episodes of “The Ezra Klein Show” at nytimes.com/ezra-klein-podcast. Book recommendations from all our guests are listed at https://www.nytimes.com/article/ezra-klein-show-book-recs.html

This episode of “The Ezra Klein Show” was produced by Rollin Hu. Fact-checking by Michelle Harris, with Kate Sinclair and Mary Marge Locker. Our senior engineer is Jeff Geld, with additional mixing by Isaac Jones. Our recording engineer is Aman Sahota. Our director of photography is Marina King. Video editing by Brandon Belk-Yee, Kristen Williamson and Dani Dillon. Our executive producer is Claire Gordon. The show’s production team also includes Marie Cascione, Annie Galvin, Kristin Lin, Emma Kehlbeck, Jack McCordick and Jan Kobal. Original music by Pat McCusker. Audience strategy by Shannon Busta. The director of New York Times Opinion Shows is Annie-Rose Strasser.

Subscribe today at nytimes.com/podcasts or on Apple Podcasts, Spotify and Amazon Music. You can also subscribe via your favorite podcast app here https://www.nytimes.com/activate-access/audio?source=podcatcher. For more podcasts and narrated articles, download The New York Times app at nytimes.com/app.

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Last week, David Robinson resigned from OpenAI. He’d been in charge of writing the safety reports for new models and came to believe that OpenAI and the broader artificial intelligence industry lack the safety culture necessary to protect the world from what they’re building.

Robinson has an unusual background for an A.I. frontier lab staffer. He’s a Rhodes scholar and Yale Law graduate, he founded a civil rights nonprofit and he advised the Biden White House. He did not come up in the hothouse of Silicon Valley. And when he joined OpenAI in 2023, he says, he saw A.I. as a useful tool, not as a technology that could pose catastrophic risks.

That’s changed. In Robinson’s first interview since leaving OpenAI, he tells me why.

(The New York Times has sued OpenAI and Microsoft claiming copyright infringement. The companies have denied those claims.)

This episode contains strong language.

Mentioned:

“On the Dangers of Stochastic Parrots” by Emily M. Bender, Timnit Gebru, Angelina McMillan-Major and Shmargaret Shmitchell

“An OpenAI Engineer and His Friends Debate the Future”

“Jensen Huang Thinks A.I. Alarmism Has Gone Too Far” by The Ezra Klein Show

“The Merge” by Sam Altman

Sam Altman on Decoded

Book Recommendations:

“The Challenger Launch Decision” by Diane Vaughan

“Little Witch Hazel” by Phoebe Wahl

“The Sabbath” by Rabbi Abraham Joshua Heschel

Thoughts? Guest suggestions? Email us at [email protected].

You can find the transcript and more episodes of “The Ezra Klein Show” at nytimes.com/ezra-klein-podcast. Book recommendations from all our guests are listed at https://www.nytimes.com/article/ezra-klein-show-book-recs.html 

This episode of “The Ezra Klein Show” was produced by Rollin Hu. Fact-checking by Kate Sinclair, Mary Marge Locker and Julie Beer. Our senior engineer is Jeff Geld, with additional mixing by Isaac Jones. Our recording engineer is Aman Sahota. Cinematography by Kyle Kelley and Marina King. Video editing by Brandon Belk-Yee, Dani Dillon and Kristen Williamson. Our executive producer is Claire Gordon. The show’s production team also includes Marie Cascione, Annie Galvin, Kristin Lin, Emma Kehlbeck, Jack McCordick and Jan Kobal. Original music by Pat McCusker. Audience strategy by Shannon Busta. The director of New York Times Opinion Shows is Annie-Rose Strasser.

Subscribe today at nytimes.com/podcasts or on Apple Podcasts, Spotify and Amazon Music. You can also subscribe via your favorite podcast app here https://www.nytimes.com/activate-access/audio?source=podcatcher. For more podcasts and narrated articles, download The New York Times app at nytimes.com/app.

Hosted by Simplecast, an AdsWizz company. See pcm.adswizz.com for information about our collection and use of personal data for advertising.

President Trump and the modern right have a theory of beauty. You see it in Trump’s gilded Oval Office, his imagined arch and his executive order requiring classical and traditional styles for certain federal buildings. 

This isn’t my theory of beauty, but it is a theory. And it’s a response, in part, to something that a lot of people have been feeling, and not just on the right: that the modern world is ugly, or getting uglier. 

I’ve seen at least a dozen articles or videos over the last few years asking, “Is the world getting uglier?” They point to the drabness of new apartment blocks, the sameness of new cars and the reign of “greige” in homes and fashion. 

So I’ve wanted to do an episode on this for a while. Why does the world seem to be getting uglier, or drabber? And at a moment when the right has a clear answer to this feeling, does the left have any answer at all? 

Debbie Millman teaches at the School of Visual Arts in New York City and hosts the long-running podcast “Design Matters,” where she talks to creative people about design. In her long career as a brand designer, she revamped the logos for companies like Burger King, 7 Up and Häagen-Dazs. She’s also written a number of books on design, and recently wrote an article for Time magazine, “Is the World Getting Uglier?” 

Mentioned:

“Is the World Getting Uglier?” by Debbie Millman

“Why Is Everything So Ugly?” by n+1

“How Did The World Get So Ugly?” by Sheehan Quirke

Book Recommendations:

“The Voice That Is Great Within Us” by Hayden Carruth

“Love in the Time of Cholera” by Gabriel García Márquez

“Ulysses” by James Joyce

“Hunger” by Roxane Gay

Thoughts? Guest suggestions? Email us at [email protected].

You can find the transcript and more episodes of “The Ezra Klein Show” at nytimes.com/ezra-klein-podcast. Book recommendations from all our guests are listed at https://www.nytimes.com/article/ezra-klein-show-book-recs.html

This episode of “The Ezra Klein Show” was produced by Annie Galvin and Marie Cascione. Fact-checking by Kate Sinclair and Mary Marge Locker. Our senior engineer is Jeff Geld, with additional mixing by Aman Sahota. Our recording engineer is Aman Sahota. Cinematography by Marina King and Kyle Kelley. Video editing by Kristen Williamson. Our executive producer is Claire Gordon. The show’s production team also includes Rollin Hu, Kristin Lin, Emma Kehlbeck, Jack McCordick and Jan Kobal. Original music by Pat McCusker. Audience strategy by Shannon Busta. The director of New York Times Opinion Shows is Annie-Rose Strasser. Special thanks to Vanessa Friedman.

Subscribe today at nytimes.com/podcasts or on Apple Podcasts, Spotify and Amazon Music. You can also subscribe via your favorite podcast app here https://www.nytimes.com/activate-access/audio?source=podcatcher. For more podcasts and narrated articles, download The New York Times app at nytimes.com/app.

Hosted by Simplecast, an AdsWizz company. See pcm.adswizz.com for information about our collection and use of personal data for advertising.

In a couple weeks, the archives of our show will only be available to subscribers. Here’s why that’s happening and what to expect. 

To learn more, go to nytimes.com/podcasts.

Subscribe today at nytimes.com/podcasts or on Apple Podcasts, Spotify and Amazon Music. You can also subscribe via your favorite podcast app here https://www.nytimes.com/activate-access/audio?source=podcatcher. For more podcasts and narrated articles, download The New York Times app at nytimes.com/app.

Hosted by Simplecast, an AdsWizz company. See pcm.adswizz.com for information about our collection and use of personal data for advertising.

Every Tuesday and Friday, Ezra Klein invites you into a conversation about something that matters. How do we address climate change if the political system fails to act? Has the logic of markets infiltrated too many aspects of our lives? What is the future of the Republican Party? What do psychedelics teach us about consciousness? What does sci-fi understand about our present that we miss? Can our food system be just to humans and animals alike?

Subscribe wherever you listen to podcasts.

You can find transcripts (posted midday) and more episodes of "The Ezra Klein Show" at nytimes.com/ezra-klein-podcast, and you can find Ezra on Twitter @ezraklein.

Thoughts? Guest suggestions? Email us at [email protected].

“The Ezra Klein Show” is produced by Rogé Karma and Jeff Geld; fact-checking by Michelle Harris; original music by Isaac Jones; mixing by Jeff Geld.

Subscribe today at nytimes.com/podcasts or on Apple Podcasts, Spotify and Amazon Music. You can also subscribe via your favorite podcast app here https://www.nytimes.com/activate-access/audio?source=podcatcher. For more podcasts and narrated articles, download The New York Times app at nytimes.com/app.

Hosted by Simplecast, an AdsWizz company. See pcm.adswizz.com for information about our collection and use of personal data for advertising.