The Government Knows AGI is Coming

The Government Knows AGI is Coming

Artificial general intelligence — an A.I. system that can beat humans at almost any cognitive task — is arriving in just a couple of years. That’s what people tell me — people who work in A.I. labs, researchers who follow their work, former White House officials. A lot of these people have been calling me over the last couple of months trying to convey the urgency. This is coming during President Trump’s term, they tell me. We’re not ready.

One of the people who reached out to me was Ben Buchanan, the top adviser on A.I. in the Biden White House. And I thought it would be interesting to have him on the show for a couple reasons: He’s not connected to an A.I. lab, and he was at the nerve center of policymaking on A.I. for years. So what does he see coming? What keeps him up at night? And what does he think the Trump administration needs to do to get ready for the AGI — or something like AGI — he believes is right on the horizon?

This episode contains strong language.

Mentioned:

Machines of Loving Grace” by Dario Amodei

Ninety-five theses on AI” by Samuel Hammond

What It Means to be Kind in a Cruel World” by The Ezra Klein Show with George Saunders

Book recommendations:

The Structure of Scientific Revolutions by Thomas Kuhn

Rise of the Machines by Thomas Rid

A Swim in a Pond in the Rain by George Saunders

Thoughts? Guest suggestions? Email us at ezrakleinshow@nytimes.com.

You can find transcripts (posted midday) 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.

This episode of “The Ezra Klein Show” was produced by Rollin Hu. Fact-checking by Michelle Harris, with Kate Sinclair and Mary Marge Locker. Mixing by Isaac Jones, with Efim Shapiro and Aman Sahota. Our supervising editor is Claire Gordon. The show’s production team also includes Elias Isquith, Kristin Lin and Jack McCordick. Original music by Pat McCusker. Audience strategy by Kristina Samulewski and Shannon Busta. The executive producer of New York Times Opinion Audio is Annie-Rose Strasser. Special thanks to Switch and Board Podcast Studio.

Subscribe today at nytimes.com/podcasts or on Apple Podcasts and Spotify. 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.

Jaksot(468)

To Understand This Era, You Need to Think in Systems

To Understand This Era, You Need to Think in Systems

As my colleague Ben Smith wrote in an August profile, sociologist Zeynep Tufekci has “made a habit of being right on the big things.” She saw the threat of the coronavirus early and clearly. She saw that the public health community was ignoring the evidence on masking, and raised the alarm persuasively enough that she tipped the Centers for Disease Control and Prevention toward new, lifesaving guidance. Before Tufekci was being prescient about the coronavirus, she was being prescient about disinformation online, about the way social media was changing political organizing, about what election forecasting models could actually tell us, about the rising threat of authoritarianism in America.Tufekci attributes this track record to “systems thinking,” which she believes holds the key to forming a more accurate understanding of everything from pandemics to social media to the Republican Party. So I asked Tufekci to come on a podcast for a conversation about how she thinks, and what the rest of us can learn from it. In answering those questions, we discuss why public health experts were slow to change guidance on disruptive measures like masking and travel bans, the logic of authoritarian regimes, why Asian countries so decisively outperformed Western Europe and America in containing coronavirus, why Tufekci thinks media coverage of the vaccines is too pessimistic, the crisis of American democracy, whether a more competent demagogue will succeed Donald Trump, and much more.Mentioned in this episode:  “How Zeynep Tufekci Keeps Getting the Big Things Right” by Ben Smith“Why Telling People They Don’t Need Masks Backfired” by Zeynep Tufekci“Can We Do Twice as Many Vaccinations as We Thought?” by Zeynep Tufekci and Michael Mina“America’s Next Authoritarian Will Be Much More Competent” by Zeynep TufekciRecommendations: "Groundhog Day" (movie)"Normal Accidents" by Charles Perrow"The Dispossessed" by Ursula K. Le GuinYou 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 ezrakleinshow@nytimes.com.“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 and Spotify. 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.

2 Helmi 20211h 9min

What’s Happening to Our Economy Is Like a Natural Disaster

What’s Happening to Our Economy Is Like a Natural Disaster

The Biden administration’s first legislative priority is a $1.9 trillion economic rescue package. It’s the kind of mega-package where the individual policies contained inside it — a $15 minimum wage, $1,400 checks, a huge child tax credit expansion, a $50 billion virus testing infrastructure — would be big deals on their own. But together, this would be one of the most consequential packages ever passed.So there’s a lot to talk about here. And who better to talk about it with than my now-colleague Paul Krugman? We dig into the details of the plan and then spiral off into some other topics I wanted to run by the nearest Nobel laureate: the major rethinking of debt and deficits among left-of-center economists, the differences between Keynesians and Modern Monetary Theorists, how Krugman made a bunch of money off Bitcoin (it’s not how you’d think!), why progressives need a better theory of technological change, Krugman’s favorite indie bands of the mid-2000s, and more.Mentioned in this episode: “Notes on the Coronacoma (Wonkish)” by Paul Krugman“Why Markets Boomed in a Year of Human Misery” by Neil Irwin and Weiyi Cai“Who’s Afraid of Budget Deficits?” By Jason Furman and Lawrence Summers“Public Debt: Fiscal and Welfare Costs in a Time of Low Interest Rates” by Olivier Blanchard“America’s anti-democratic Senate, in one number” by Ian MillhiserBook Recommendations: “Laundry Files” series by Charlie Stross“Merchant Princes” series by Charlie Stross“The Price of Peace” by Zachary CarterBand Recommendations: The Be Good TanyasLarkin PoeReina del CidYou 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 ezrakleinshow@nytimes.com.“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 and Spotify. 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.

29 Tammi 20211h 8min

The Man With the Plan to Beat the Pandemic

The Man With the Plan to Beat the Pandemic

I’ve never covered a moment that simultaneously merits so much despair and so much hope. It’s dizzying. The Biden administration takes office with over 25 million Covid-19 cases nationwide, over 420,000 Americans dead, and new, highly contagious variants of the virus stalking our future. It’s as grim a situation as I’ve seen.But for the first time, we can do more than hide. We can immunize. Getting a population of 330 million to herd immunity is a hellishly difficult undertaking in the best of circumstances, and these are not the best of circumstances. Still, speed matters: Getting to herd immunity a few months faster could save hundreds of thousands of lives.Dr. Vivek Murthy was surgeon general under Barack Obama, and is Joe Biden’s nominee for the same position. He’s also co-chair of Biden’s coronavirus task force.In this episode, Murthy walks me through the Biden administration’s plan to beat the coronavirus. We discuss America’s botched vaccine rollout efforts, what the choke points are now, whether the Oxford-AstraZeneca and Johnson & Johnson vaccines will be approved, why the U.S. government should be shipping out free masks, what’s blocking 24/7 vaccination sites, the F.D.A.’s overly conservative approach to at-home testing kits, what we can and can’t do after getting the vaccine, the vaccine failures in blue states, how to change the minds of the nearly third of Americans who are vaccine-skeptical, why persuasion is as much about listening as talking, the new coronavirus variants, and much more.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 ezrakleinshow@nytimes.com.“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 and Spotify. 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.

26 Tammi 20211h 20min

Coming Soon: The Ezra Klein Show

Coming Soon: The Ezra Klein Show

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 ezrakleinshow@nytimes.com.“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 and Spotify. 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.

13 Tammi 20212min

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