
Is A.I. the Problem? Or Are We?
If you talk to many of the people working on the cutting edge of artificial intelligence research, you’ll hear that we are on the cusp of a technology that will be far more transformative than simply computers and the internet, one that could bring about a new industrial revolution and usher in a utopia — or perhaps pose the greatest threat in our species’s history.Others, of course, will tell you those folks are nuts.One of my projects this year is to get a better handle on this debate. A.I., after all, isn’t some force only future human beings will face. It’s here now, deciding what advertisements are served to us online, how bail is set after we commit crimes and whether our jobs will exist in a couple of years. It is both shaped by and reshaping politics, economics and society. It’s worth understanding.Brian Christian’s recent book “The Alignment Problem” is the best book on the key technical and moral questions of A.I. that I’ve read. At its center is the term from which the book gets its name. “Alignment problem” originated in economics as a way to describe the fact that the systems and incentives we create often fail to align with our goals. And that’s a central worry with A.I., too: that we will create something to help us that will instead harm us, in part because we didn’t understand how it really worked or what we had actually asked it to do.So this conversation is about the various alignment problems associated with A.I. We discuss what machine learning is and how it works, how governments and corporations are using it right now, what it has taught us about human learning, the ethics of how humans should treat sentient robots, the all-important question of how A.I. developers plan to make profits, what kinds of regulatory structures are possible when we’re dealing with algorithms we don’t really understand, the way A.I. reflects and then supercharges the inequities that exist in our society, the saddest Super Mario Bros. game I’ve ever heard of, why the problem of automation isn’t so much job loss as dignity loss and much more.Mentioned: “Human-level control through deep reinforcement learning”“Some Moral and Technical Consequences of Automation” by Norbert WienerRecommendations: "What to Expect When You're Expecting Robots" by Julie Shah and Laura Major"Finite and Infinite Games" by James P. Carse "How to Do Nothing" by Jenny OdellIf you enjoyed this episode, check out my conversation with Alison Gopnik on what we can all learn from studying the minds of children.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 Annie Galvin, Jeff Geld and Rogé Karma; fact-checking by Michelle Harris; original music by Isaac Jones; mixing by Jeff Geld; audience strategy by Shannon Busta. Special thanks to Kristin Lin. 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.
4 Jun 20211h 16min

Obama Explains How America Went From ‘Yes We Can’ to ‘MAGA’
“My entire politics is premised on the fact that we are these tiny organisms on this little speck floating in the middle of space,” Barack Obama told me, sitting in his office in Washington, D.C.To be fair, I was the one who had introduced the cosmic scale, asking how proof of alien life would change his politics. But Obama, in a philosophical mood, used the question to trace his view of humanity. “The differences we have on this planet are real,” he said. “They’re profound. And they cause enormous tragedy as well as joy. But we’re just a bunch of humans with doubts and confusion. We do the best we can. And the best thing we can do is treat each other better, because we’re all we got.”Before our interview, I’d read “A Promised Land,” the first volume of Obama’s presidential memoirs. It had left me thinking about the central paradox of Obama’s political career. He accomplished one of the most remarkable acts of political persuasion in American history, convincing the country to vote, twice, for a liberal Black man named Barack Hussein Obama during the era of the war on terror. But he left behind a country that is less persuadable, more polarized, and more divided. The Republican Party, of course, became a vessel for the Tea Party, for Sarah Palin, for Donald Trump — a direct challenge to the pluralistic, democratic politics Obama practiced. But the left, too, has struggled with the limits of Obama’s presidency, coming to embrace a more confrontational and unsparing approach to politics.So this is a conversation with Obama about both the successes and failures of his presidency. We talk about his unusual approach to persuasion, when it’s best to leave some truths unsaid, the media dynamics that helped fuel both his and Trump’s campaigns, how to reduce educational polarization, why he believes Americans have become less politically persuadable, the mistakes he believes were made in the design of the 2009 stimulus and the Affordable Care Act, the ways in which Biden is completing the policy changes begun in the Obama administration, what humans are doing now that we will be judged for most harshly in 100 years, and more.Mentioned in this episode “Why Obamacare enrollees voted for Trump” by Sarah Kliff, Vox“By 2040, two-thirds of Americans will be represented by 30 percent of the Senate” by Philip Bump, The Washington Post “Advantage, GOP” by Laura Bronner and Nathaniel Rakich, FiveThirtyEightRecommendations: "The Overstory" by Richard Powers"Memorial Drive" by Natasha TrethewayYou 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 Annie Galvin, Jeff Geld and Rogé Karma; fact-checking by Michelle Harris; original music by Isaac Jones; mixing by Jeff Geld, audience strategy by Shannon Busta. Special thanks to Kristin Lin. 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.
1 Jun 202158min

Sway: How Online Sleuths Pantsed Putin
Today, while I'm on vacation, we're sharing an episode from Sway, a fellow New York Times Opinion podcast. Host Kara Swisher talks to Eliot Higgins, CEO of the open source investigative operation Bellingcat. Kara presses Higgins about the perils of taking on Vladimir Putin and how Bellingcat’s work, which Kara calls “gumshoe journalism,” differs from online vigilantism.We'll be back to our regular programming on Tuesday.Thoughts? Guest suggestions? Email us at ezrakleinshow@nytimes.com.The Ezra Klein Show is produced by Annie Galvin, Jeff Geld and Rogé Karma; fact-checking by Michelle Harris; original music by Isaac Jones; mixing by Jeff Geld. Special thanks to Shannon Busta and Kristin Lin. 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.
28 Mai 202141min

The Argument: Should We Cancel Student Loan Debt?
This week, while I'm on vacation, we'll be sharing work from two other New York Times Opinion podcasts. First up, an episode from our friends at The Argument about how to cancel student-loan debt. Host Jane Coaston is joined by activist Astra Taylor and economist Sandy Baum, who agree that addressing the crisis requires dramatic measures but disagree on how to get there.Thoughts? Guest suggestions? Email us at ezrakleinshow@nytimes.com.The Ezra Klein Show is produced by Annie Galvin, Jeff Geld and Rogé Karma; fact-checking by Michelle Harris; original music by Isaac Jones; mixing by Jeff Geld. Special thanks to Shannon Busta and Kristin Lin. 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.
25 Mai 202147min

Violent Crime Is Spiking. Do Liberals Have an Answer?
Early estimates find that in 2020, homicides in the United States increased somewhere between 25 percent and nearly 40 percent, the largest spike since 1960, when formal crime statistics began to be collected. And early estimates indicate that the increase has carried over to 2021.Violent crime is a crisis on two levels. The first, and most direct, is the toll it takes on people and communities. The lost lives, the grieving families, the traumatized children, the families and businesses that flee, leaving inequality and joblessness for those who remain.It’s also a political crisis: Violent crime can lead to more punitive, authoritarian and often racist policies, with consequences that shape communities decades later. In the 1970s and ’80s, the politics of crime drove the rise of mass incarceration and warrior policing, the political careers of Richard Nixon and Ronald Reagan, the abandonment of inner cities. If these numbers keep rising, they could end any chance we have of building a new approach to safety, and possibly carry Donald Trump — or someone like him — back to the presidency in 2024.There’s still time. Just this week, Philadelphia’s progressive district attorney, Larry Krasner, handily fended off a primary challenge. But the politics are changing, and fast: Democratic primary voters in New York City say crime and violence is the second most important problem facing the city, behind the coronavirus but ahead of affordable housing and racial injustice. And just a few weeks ago, Mayor Keisha Lance Bottoms of Atlanta, who was facing political challengers attacking her for being soft on crime, announced she would not seek re-election in the fall.So do liberals have an answer to violent crime? And if so, what is it?James Forman Jr. is a professor of law at Yale Law School and the author “Locking Up Our Own: Crime and Punishment in Black America,” for which he received a Pulitzer Prize. In the book, Forman uses Washington, D.C., of the 1970s, ’80s and ’90s as a case study to explore the political and psychological dynamics that rising crime produces. We discuss the toll of living amid both street and state violence; what the crime wave of the ’70s and ’80s did to Black politics; the causes of the “Great Crime Decline”; the extent to which policing and prisons actually reduce crime; why we should think of violence the way we think of pandemics; the Black community’s complex views of policing; the three-pronged approach liberals should take to safety; and much more.Mentioned in this episode:“The Long Reach of Violence” by Patrick Sharkey “The U.S. public’s support for being tough on crime has been a main determinant of changes to the incarceration rate” by Peter Enns“Modeling Contagion Through Social Networks to Explain and Predict Gunshot Violence in Chicago, 2006 to 2014” by Ben Green, Thibaut Horel, and Andrew V. PapachristosVox/Data for Progress poll April 2-5, 2021“State Reforms Reverse Decades of Incarceration Growth” Recommendations: "Ghettoside" by Jill Leovy "Becoming Ms. Burton" by Susan Burton and Cari Lynn"The Condemnation of Blackness" by Khalil Gibran Muhammad 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 Annie Galvin, Jeff Geld and Rogé Karma; fact-checking by Michelle Harris; original music by Isaac Jones; mixing by Jeff Geld, audience strategy by Shannon Busta. Special thanks to Kristin Lin. 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.
21 Mai 20211h 14min

The Spectacle of the G.O.P.'s Shrinking Tent
On May 12, House Republicans voted to remove Representative Liz Cheney, the third-ranking Republican in the House, from her leadership post. Her transgression? Vocally rebuking the claim that the 2020 election was stolen from Donald Trump.But Cheney’s ouster is just the latest plot development in a story about the contemporary G.O.P. that goes back farther than Nov. 3, 2020, and even Nov. 8, 2016. Over the past decade, the party has decimated its former leadership class. John Boehner and Paul Ryan were pushed out. Eric Cantor lost in the primaries. George W. Bush, George H.W. Bush and John McCain were viciously attacked by Donald Trump and his supporters. Cheney is just the latest victim of this ongoing party purge, and she certainly won’t be the last.So how did the Republican Party get here? And what does that tell us about its future — and the future of American democracy?Nicole Hemmer is the author of “Messengers of the Right: Conservative Media and the Transformation of American Politics,” an associate research scholar with the Obama Presidency Oral History Project and a host of the podcasts “Past/Present” and “This Day in Esoteric Political History.” A political historian by training, she has followed the development of the contemporary Republican Party as closely as anyone, with specific attention to the role right-wing media has played in the party’s development.We discuss how Republican Party loyalty has morphed into unwavering fealty to Donald Trump; whether the G.O.P. is a postpolicy party; the vicious feedback loop between the G.O.P. base, right-wing media and Republican politicians; how the party of Lincoln became a party committed to minority rule; Hemmer’s grim outlook on what the current G.O.P.’s behavior will mean for the future of American democracy; and much more.Mentioned in the episode:"Messengers of the Right: Conservative Media and the Transformation of American Politics" by Nicole Hemmer“Living in the World of Pants-on-Fire Lies,” by Nicole Hemmer, CNN“George W. Bush Is a Flawed Messenger for Republicans,” by Nicole Hemmer, CNNRecommendations:"Bring the War Home: The White Power Movement and Paramilitary America" by Kathleen Belew"Gods of the Upper Air: How a Circle of Renegade Anthropologists Reinvented Race, Sex and Gender in the Twentieth Century" by Charles King"The Fire Is Upon Us: James Baldwin, William F. Buckley Jr. and the Debate Over Race in America" by Nicholas BuccolaYou 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 Annie Galvin, Jeff Geld and Rogé Karma; fact-checking by Michelle Harris; original music by Isaac Jones; mixing by Jeff Geld, audience strategy by Shannon Busta. Special thanks to Kristin Lin. 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.
18 Mai 20211h 2min

Status Games, Polyamory and the Merits of Meritocracy
Agnes Callard is an ethical philosopher who dissects, in dazzlingly precise detail, familiar human experiences that we think we understand. Whether her topic is expressing anger, fighting with others, jockeying for status, giving advice, or navigating jealousy, Callard provokes us to rethink the emotions and habits that govern how we live. She also happens to be one of my favorite columnists.In this conversation, I wanted to hear what Callard had to say about a tangle of topics we’ve explored before on the show: how we measure and trade status, and how that feeds into the amorphous thing we call “the meritocracy.” Callard’s argument is that we can have a “non-punitive” meritocracy, one that rewards us for our (virtuous) successes but doesn’t blame us for our failures. I’m not so sure, but it’s a fantastic conversation I’m still thinking about.But as they say on the infomercials — that’s not all! We also talk about why advice is useless, the benefits of jealousy, whether polyamory and monogamy suffer from the same problem, sad music, why Callard’s office is such a riot of color, and the secret to a good divorce. And, at the end, I’ve got some music recommendations for you. Enjoy!Mentioned in this episode:“Who Wants to Play the Status Game?” by Agnes Callard, The Point“Against Advice,” by Agnes Callard, The Point“The Other Woman,” by Agnes Callard, The Point“Parenting and Panic,” by Agnes Callard, The Point"Aspiration" by Agnes CallardRecommendations:"Tolstoy: A Russian Life" by Rosamund Bartlett"Pessoa: A Biography" by Richard Zenith"Augustine of Hippo" by Peter Brown“Real Death” by Mount EerieYou 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 Annie Galvin, Jeff Geld and Rogé Karma; fact-checking by Michelle Harris; original music by Isaac Jones; mixing by Jeff Geld, audience strategy by Shannon Busta. Special thanks to Kristin Lin. 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.
14 Mai 20211h 21min

Michael Lewis Is Asking the Right Question
Michael Lewis’s new book, “The Premonition,” is about one of the most important questions of this moment: Why, despite having the most money, the brightest minds and the some of the most robust public health infrastructure in the world, did the United States fail so miserably at handling the Covid-19 pandemic? And what could we have done differently?The villain of Lewis’s story is not Donald Trump; it’s the Centers for Disease Control and Prevention. The argument laced through the book is that the C.D.C. was too passive, too unwilling to act on uncertain information, too afraid of making mistakes, too interested in its public image. What we needed was earlier shutdowns, frank public messaging, a more decentralized testing regime, a public health bureaucracy more willing to stand up to the president.Lewis is asking the right question, and I agree with much of his critique. But I’m skeptical of whether the kind of pandemic response he lionizes in the book was ever possible for America. Put another way: How much of a constraint is the public on public health?Lewis and I discuss the trade-offs in pandemic prevention, why bureaucracies have such a difficult time managing catastrophic risk, the messy politics of pandemics, the lessons of the masking debate, and ultimately, what the United States needs to learn from this crisis to prepare for the next one. I’m not sure Lewis and I came to agreement, but I’m still thinking about the conversation weeks later.Mentioned in this episode: “Public policy and health in the Trump era,” The Lancet Recommendations: "Klara and the Sun" by Kazuo Ishiguro"Young Men and Fire" by Norman McLean "Furious Hours" by Casey CepYou 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 Annie Galvin, Jeff Geld and Rogé Karma; fact-checking by Michelle Harris; original music by Isaac Jones; mixing by Jeff Geld, audience strategy by Shannon Busta. Special thanks to Kristin Lin. 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.
11 Mai 202159min






















