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    Technology

    Faster, Please! — The Podcast

    Welcome to Faster, Please! — The Podcast. Several times a month, host Jim Pethokoukis will feature a lively conversation with a fascinating and provocative guest about how to make the world a better place by accelerating scientific discovery, technological innovation, and economic growth.

    fasterplease.substack.com

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    Copyright: © James Pethokoukis

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    Latest Episodes:
    ✨ My interview with Sebastian Mallaby, author of 'The Infinity Machine: Demis Hassabis, DeepMind, and the Quest for Superintelligence' Jul 14, 2026
    Show notes

    My fellow pro-growth/progress/abundance Up Wingers in America and around the world:

    If my podcast guest today is correct, the emergence of generative artificial intelligence "heralds a transformation more profound than anything since Homo sapiens acquired the capacity for abstract thought." That's about as pure a distillation of the San Francisco Consensus view on the importance of this technology as it gets.

    Today on Faster, Please!—The Podcast, I am joined by Sebastian Mallaby, the Paul A. Volcker Senior Fellow for International Economics at the Council on Foreign Relations and a widely read columnist for The Washington Post. He is also the author of the new best-selling book The Infinity Machine: Demis Hassabis, DeepMind, and the Quest for Superintelligence.

    (Spoiler: It’s tremendous book about the man, the company, and the technological revolution. I really liked it.)

    We discuss The Infinity Machine and the life of Demis Hassabis, including how his original vision for artificial superintelligence compares with the propulsive race unfolding today. We also explore how that competitive acceleration has affected the focus on safety, what role government regulation should play, and why many people may still be underestimating how transformative AI will become.

    The Quest for “Success” (0:27)

    Inside the Mind of Hassabis (8:29)

    The Race for Monopoly (12:31)

    The Economics of AI Anxiety (17:05)

    Governing the AI Race (24:17)

    The Biggest Leap Since Abstract Thought (30:13)

    A lightly edited transcript of our conversation will appear in my Week in Review issue on Saturday. (Another option is using the Substack auto transcript function.)

    But here are some edited highlights from the chat:

    On where AI is heading…

    You look backwards; you see how fast the progress has been. To merely extrapolate forwards is probably to undersell the speed at which we’ll accelerate in the future because there’s an accelerating phenomenon here where the more advanced you are, the easier it is to get to the next level.

    On Hassabis’s belief that AI development would look more like the Manhattan Project than a multi-country, multi-company competition …

    In retrospect, it’s crazy. All one can say is that ex ante, the atmosphere in the community of AI builders when Demis began his company in 2010 was that this was a thing that simply didn’t work. AI could not recognize the photograph of a cat. AI could do nothing. It was deep AI winter. And so, under those conditions, you could assemble the entirety of the world’s strong AI believers in one conference in San Francisco, and it felt like a single community. So, this sort of Singleton scenario where you just have one lab, it was a natural outgrowth of that moment in time.

    How AI competition has overwhelmed that vision…

    Before 2022, Demis had the freedom because he was clearly the leader to define what the next project should be. He chose at one point to go and do this protein folding project. …This is kind of AI with a smiley face painted on it. Whereas once the chatbot went viral at the end of 2022, ChatGPT, then everybody had to pile in and build a competitor and there’s a lot less leeway to define your own path. So, I think the agency of the individual was quite strong until 2022 and thereafter the power of the race dynamic takes over.

    What skeptics, such as many economists, have gotten wrong and right…

    The number of improvements before even we talk about Mythos and the cyber capabilities of that one, I mean, it’s been an extraordinary ride in what is actually less than four years. So, I don’t take back anything I say about the speed of the advance of the frontier. Now that’s different to the speed of the deployment. There I have a lot of sympathy with the economist.

    On the difficulty of AI regulation…

    I’m actually quite optimistic in terms of the ability of a government agency to regulate… People often think of AI as a bunch of code that flies around cyberspace and you really can’t control it. But actually, it’s also a bunch of data centers which are huge physical installations. The government knows precisely where they are. They can’t be moved or hidden.

    On his superintelligence timeline…

    To be honest, I would say it’s already true. I mean, you try using Fable and if people are listening and they’re inclined not to agree with me, I just ask you, spend a couple of hours with Claude Fable and then see if you disagree with me…I think it is smarter than me by quite a long shot on any topic I ask it about.

    On sale everywhere The Conservative Futurist: How To Create the Sci-Fi World We Were Promised


    This is a public episode. If you'd like to discuss this with other subscribers or get access to bonus episodes, visit fasterplease.substack.com/subscribe

    ✨💪 AI, jobs, and productivity: My chat with economist Erik Brynjolfsson Jun 25, 2026
    Show notes

    My fellow pro-growth/progress/abundance Up Wingers in America and around the world:

    Will artificial intelligence displace workers or make them more valuable? Probably plenty of both. But how much in either direction, and how fast will all this change happen?

    Today on Faster, Please!—The Podcast, I am joined by Erik Brynjolfsson, one of the world’s top economists studying how AI is reshaping productivity, jobs, and the American economy.

    Brynjolfsson is the Jerry Yang and Akiko Yamazaki Professor and Senior Fellow at the Stanford Institute for Human-Centered AI, and Director of the Stanford Digital Economy Lab. He is also the co-author, along with Andrew McAfee, of Machine, Platform, Crowd, The Second Machine Age, and the classic Race Against the Machine. He is a co-founder of Workhelix, which helps large companies measure, track, and maximize the return of their AI investments.

    We explore what the next decade of AI could mean for workers, businesses, and the broader economy, and what the relationship between humans and intelligent machines may look like. We discuss why views from Silicon Valley and the East Coast differ so sharply on AI’s impact, why the technology has produced dramatically different results across companies, and why some firms and departments are already seeing meaningful productivity gains while others have yet to unlock AI’s full potential.

    In This Episode:

    * What AI brings to the table (0:35)

    * Does AI bring too much? (6:49)

    * Moving away from the Valley view (10:55)

    * How perspectives are formed (16:05)

    * Companies and productivity (23:01)

    * AI in the foreseeable future (29:21)

    A lightly edited transcript of our conversation will be appear in my Week in Review issue on Saturday. (Another option is using the Substack auto transcript function.)

    But here are some edited highlights from the chat:

    What’s the positive case for workers in an AI future that currently sounds like it only benefits CEOs, tech firms, and data-center builders

    This is, I think, the best time to be alive if you’re somebody who's got agency and ambition and intention and wants to do something, create new things for themselves and for the world. But that's not the story that's out there. …There's going to be a lot of new jobs created. You got to tell both parts of that story. Of course, you want to lean into the second part of the story about the new stuff that's being created [and not just job disruption and loss], because that's where people should be focusing. There's no point staring at the things that are disappearing… My company, Workhelix, is all about doing that. So I'm doing what I can for my part. I would love to see more people lean into that part of the story.

    Can someone coherently believe both that AI may become extremely powerful—possibly AGI or superintelligence—and that the future labor market can still be broad, humane, and full of useful work?

    I think we're going to have several decades worth of humans and machines working together. I'd like to extend that window where we can still have an important role for humans to contribute and for us to expand that pie, not simply automate what's already existing. We should probably be preparing for some further time in the future when there's less of a role for people. But most of my friends here in Silicon Valley, I think their timelines are way too short for when humans no longer have a role.

    If AI eventually becomes capable of doing almost all economically valuable work, would that actually be a desirable future for humanity, and what would make it a good society rather than a dystopia?

    We should start preparing for a period where AI can do almost everything and we need to come up with mechanisms so that we still have freedom and power in that kind of world. I don't think that's automatic. And one of my biggest concerns, to be frank, is not that we don't have abundance, I think we will, but it's that we don't have freedom and autonomy. That's something that's not to be taken for granted, and we need to put in place ways that we not only have the wealth, but we also have widely shared prosperity and widely shared decision making rights.

    Is AI already delivering real business value and productivity gains, or are the impressive lab results still mostly failing to show up in the economy?

    The returns (AI productivity gains) have been somewhat disappointing. To me, that’s totally natural. That’s totally understandable. As you know, I’ve done a lot of work, we call it the Productivity J Curve on the need for complementary investments for intangible investments in new business process design and new skills for the workforce, even new products and services. Those take time. With past general purpose technologies like the steam engine and electricity, it took literally decades before you got those returns.

    How should we think about AI’s usefulness when some high-profile business uses have produced embarrassing hallucinations?

    They (AI) can also do wondrous things that are incredibly valuable. My advice is to keep a human in the loop. Ultimately, you, the person, is responsible for the output. You can identify where the good things are and not the bad things.

    Can AI progress happen so quickly that society can’t adapt, and should policymakers worry about the speed of change, not just the destination?

    How fast do we want to go with this? It's not infinitely fast. We want to be able to digest and manage it. Now, the way I would handle that is I would put more resources into speeding up our ability to understand and adapt, and we're not doing enough of that. And that means, for instance, instead of cutting the budget for economic statistics, I would be massively boosting it so we get more visibility.

    On sale everywhere The Conservative Futurist: How To Create the Sci-Fi World We Were Promised


    This is a public episode. If you'd like to discuss this with other subscribers or get access to bonus episodes, visit fasterplease.substack.com/subscribe

    ✨💪 The future of work in an age of AI: My chat with economist Daniel Rock Apr 28, 2026
    Show notes

    My fellow pro-growth/progress/abundance Up Wingers in America and around the world:

    Artificial intelligence is undoubtedly poised to change the workplace—the question is, by how much? Key voices in Silicon Valley warn that white-collar jobs will soon be a thing of the past, while others predict more modest economic gains as firms struggle to reorganize workflows. When it comes to the future of work and American business, contradictory forecasts can be difficult to interpret and reconcile.

    Today on Faster, Please!—The Podcast, Daniel Rock and I attempt to sift through the often-confusing current AI conversation. We cover the distinction between “AI-exposed” fields and those destined for automation, explore the bottlenecks that could slow adoption among businesses, and offer a more realistic outlook for growth.

    Rock is an assistant professor of operations, information, and decisions at the University of Pennsylvania’s Wharton School. There, his research dives into the economics of AI and digital technologies, as well as the future of work. His paper,The Productivity J-Curve: How Intangibles Complement General Purpose Technologies, is worth a read.

    In This Episode

    * The trouble with forecasting (1:40)

    * The economist’s evaluation (8:09)

    * The productivity J-curve (11:49)

    * Exposure vs. automation (18:53)

    * Growth projection (23:04)

    (A lightly edited transcript of our conversation will be appear in my Week in Review issue on Saturday. Another option is using the Substack auto transcript function.)

    On sale everywhere The Conservative Futurist: How To Create the Sci-Fi World We Were Promised


    This is a public episode. If you'd like to discuss this with other subscribers or get access to bonus episodes, visit fasterplease.substack.com/subscribe

    🏗️ A hub for hard-tech startups: My chat with 'American Shenzhen' builder Joshua Farahzad Apr 10, 2026
    Show notes

    My fellow pro-growth/progress/abundance Up Wingers in America and around the world:

    As a college sophomore, Josh Farahzad assembled a group of students from around the country in an attempt to launch a homemade rocket into space. From there, he ditched the traditional route and scoured the country for the perfect place to build a uniquely American mega-project.

    Disillusioned with the entrepreneurial atmosphere of the Bay Area, he has since broken ground in central Texas. Caldwell County is now home to Proto-Town—a place Farahzad hopes businesses will have the space to engineer and build world-changing hardware.

    Today on Faster, Please—The Podcast, I chat with Farahzad about his quest to build America’s premier manufacturing town from scratch.

    In This Episode

    * Welcome to Proto-Town (1:20)

    * The Limits of California (5:18)

    * From the Ground Up (10:46)

    * The Vision (17:35)

    (A lightly edited transcript of our conversation will be appear in my Week in Review issue on Saturday. Another option is using the Substack auto transcript function.)

    On sale everywhere The Conservative Futurist: How To Create the Sci-Fi World We Were Promised


    This is a public episode. If you'd like to discuss this with other subscribers or get access to bonus episodes, visit fasterplease.substack.com/subscribe

    ✨ The Age of AI, an update: My chat with policy analyst Dean Ball Mar 24, 2026
    Show notes

    My fellow pro-growth/progress/abundance Up Wingers in America and around the world:

    Anxiety is running rampant about the future of artificial intelligence and its place in society. When technology CEOs warn of an impending white-collar jobpocalypse (or jobageddon, if you prefer), it’s no wonder public pessimism is so widespread. Today on Faster, Please!—The Podcast, I chat with tech policy analyst Dean Ball to help us sift through some of the uncertainty.

    We talk about recursive self-improvement, the role of AI in everything from medicine to defense, and what to think about the possible growing risk of AI company nationalization.

    (FYI: Our chat occurred just before the White House released new guidelines for AI federal legislation, about which Ball opined on X/Twitter: “The White House’s proposal for a nationwide AI law is a thoughtful document that will serve as an excellent foundation for the legislative work ahead. I would be happy to see these principles, if translated well into statute, become law.”)

    Ball is a senior fellow at FAI, the Foundation for American Innovation. He recently served as senior policy advisor for Artificial Intelligence and Emerging Technology at the White House Office of Science and Technology Policy, as well as strategic advisor for AI at the National Science Foundation. He was previously a research fellow at the Mercatus Center and a policy fellow at Fathom. He’s also the author of the excellent Hyperdimensional Substack newsletter.

    In This Episode

    * Public pessimism (1:37)

    * Differing narratives (4:21)

    * The nationalization risk (16:15)

    * Accountability via audit (25:55)

    * Productivity projection (34:18)

    (A lightly edited transcript of our conversation will be appear in my Week in Review issue on Saturday. Another option is using the Substack auto transcript function.)

    On sale everywhere The Conservative Futurist: How To Create the Sci-Fi World We Were Promised


    This is a public episode. If you'd like to discuss this with other subscribers or get access to bonus episodes, visit fasterplease.substack.com/subscribe

    🌎 Storm watch: My chat with climate policy expert Roger Pielke Jr. Feb 19, 2026
    Show notes

    My fellow pro-growth/progress/abundance Up Wingers in America and around the world:

    Headlines portend rising seas, raging storms, and a planet in crisis. It’s easy to feel like the future is something to fear; however, the key to cooling things down isn’t scaling civilization back. If the world wants to cut back on carbon emissions without sacrificing growth, the answer lies in bold innovation. A sustainable tomorrow requires smart energy investment and long-term thinking today.

    On this episode of Faster, Please! — The Podcast, I chat with Roger Pielke Jr. about the ever-evolving discussion around climate change. We talk about the benefits of embracing new energy technology and identifying some easy wins.

    Pielke is a senior fellow at the American Enterprise Institute where his research focuses on science and technology policy. He is also a professor emeritus at University of Colorado Boulder, a distinguished fellow at Japan’s Institute of Energy Economics, a research associate with Risk Frontiers in Australia, and an honorary professor at University College London. Pielke has authored and edited several books, including The Climate Fix: What Scientists and Politicians Won’t Tell You About Global Warming. He also writes The Honest Broker Substack.

    In This Episode

    * The Shale Story (1:42)

    * Unknown Unknowns (7:42)

    * The Weather Forecast (14:19)

    * Alternate History (25:23)

    * The Path Forward (28:25)

    (A lightly edited transcript of our conversation will be appear in my Week in Review issue on Saturday. Another option is using the Substack auto transcript function.)

    On sale everywhere The Conservative Futurist: How To Create the Sci-Fi World We Were Promised


    This is a public episode. If you'd like to discuss this with other subscribers or get access to bonus episodes, visit fasterplease.substack.com/subscribe

    ☄️Awaiting apocalypse: My chat with journalist and author Dorian Lynskey Feb 04, 2026
    Show notes

    My fellow pro-growth/progress/abundance Up Wingers in America and around the world:

    Since humanity’s beginning, we’ve been pondering about our end. From war, to disease, to divine reckoning, the means of our destruction seem endless. The advent of the atomic bomb, concerns around climate change, and now AI have prompted many to wonder whether our demise will be random, or if it will come as the result of our own actions.

    Today on Faster, Please! — The Podcast, I chat with Dorian Lynskey about the way we talk about the end times. We discuss whether catastrophizing leads to action or paralysis and the role of hope in our narratives.

    Lynskey is a prolific journalist and the author of three books. His most recent: Everything Must Go: The Stories We Tell About the End of the World, which was released last month in the US. He also co-hosts two podcasts, Origin Story and Oh God, What Now?.

    In This Episode

    * Scare Tactics (1:32)

    * Effects of Hopefulness (10:25)

    * AI Doomsayers (17:01)

    * Countdown to Catastrophe (21:15)

    (A lightly edited transcript of our conversation will be appear in my Week in Review issue on Saturday. Another option is using the Substack auto transcript function.)

    On sale everywhere The Conservative Futurist: How To Create the Sci-Fi World We Were Promised


    This is a public episode. If you'd like to discuss this with other subscribers or get access to bonus episodes, visit fasterplease.substack.com/subscribe

    ⤴️ Beyond Abundance: My chat with Brink Lindsey about his new book, 'The Permanent Problem' Jan 30, 2026
    Show notes

    My fellow pro-growth/progress/abundance Up Wingers in America and around the world:

    The human pursuit of progress stems from our desire for security and a higher quality of life. Yet, even as today’s advanced economies are the richest and most comfortable they’ve ever been, something is amiss. What explains the decline in R&D growth, mental health, and birth rates, just to name a few challenges?

    In his new book, The Permanent Problem: The Uncertain Transition from Mass Plenty to Mass Flourishing, author Brink Lindsey identifies the critical gap between material abundance and abundant human flourishing.

    Today on Faster, Please! — The Podcast, Brink and I chat about what constitutes a truly healthy society, beyond surface-level affluence. We identify the conditions for continual progress after our basic needs have been met and far exceeded.

    Linsey is a senior vice president at the Niskanen Center. He previously served as vice president for research at the Cato Institute and as a senior scholar at the Kauffman Foundation. He has authored and co-authored six books on economics and culture, and is the author of his own Substack, also titled The Permanent Problem.

    In This Episode

    * More of everything . . . !? (1:54)

    * Falling fertility (7:31)

    * What we’ve lost (10:20)

    * Evaluating flourishing (13:13)

    * A culture of growth (20:24)

    * Future-world problems (28:04)

    (A lightly edited transcript of our conversation will be appear in my Week in Review issue on Saturday. Another option is using the Substack auto transcript function.)

    On sale everywhere The Conservative Futurist: How To Create the Sci-Fi World We Were Promised


    This is a public episode. If you'd like to discuss this with other subscribers or get access to bonus episodes, visit fasterplease.substack.com/subscribe

    ⚛️ A final (and lasting?) nuclear revival: My chat with nuclear energy advocate Jessica Lovering Jan 20, 2026
    Show notes

    My fellow pro-growth/progress/abundance Up Wingers in America and around the world:

    Headlines abound with news of the coming nuclear renaissance — a long-awaited era of clean, abundant energy to power our future. But this is hardly the first time the media has heralded the dawn of the atomic age. Still, this round of nuclear optimism is seeing unprecedented corporate investment, more cost-effective modular reactors, and a greater sense of political consensus.

    Today on Faster, Please! — The Podcast, I chat with Jessica Lovering about past obstacles to growth, and what we might expect from the US going forward.

    Lovering is an advocate for nuclear power currently based in Sweden. She is the co-founder and former executive director of the Good Energy Collective, as well as a senior fellow with the Nuclear Innovation Alliance and the Energy for Growth Hub. She also authors her own Substack, Nuclear Power to the People.

    In This Episode

    * The lost Atomic Age (1:30)

    * To regulate or not to regulate (8:26)

    * Reactor capacity past and future (10:44)

    * The economics of nuclear (14:51)

    * Power projection (18:32)

    * The new nuclear status quo (24:04)

    (A lightly edited transcript of our conversation will be appear in my Week in Review issue on Saturday. Another option is using the Substack auto transcript function.)

    On sale everywhere The Conservative Futurist: How To Create the Sci-Fi World We Were Promised


    This is a public episode. If you'd like to discuss this with other subscribers or get access to bonus episodes, visit fasterplease.substack.com/subscribe

    🪐 NASA and beyond: My chat with space policy analyst Casey Dreier Dec 04, 2025
    Show notes

    My fellow pro-growth/progress/abundance Up Wingers in America and around the world:

    NASA is attempting the difficult task of juggling highly ambitious goals, but also possibly intense budget cuts. Despite personnel losses and unclear leadership, the administration is racing to put humans on the Moon — ideally ahead of China — and then Mars.

    Today on Faster, Please! — The Podcast, I’m chatting with Casey Dreier about this complicated new era in NASA’s history. We’ll discuss whether or not we’re really in a space race, what to make of the differing visions of Elon Musk and Jeff Bezos, and the rise of planetary defense.

    Dreier is chief of space policy at The Planetary Society where he advocates for planetary exploration, defense, and the search for extraterrestrial life. He has been featured in major publications from The New York Times to the Washington Post, and hosts his own podcast, Planetary Radio: Space Policy Edition.

    In This Episode

    * The return of Isaacman (1:32)

    * Ditch the Space Race (7:42)

    * Visions of space (14:48)

    * Planetary defense (21:23)

    * Proceed with optimism (24:51)

    (A lightly edited transcript of our conversation will be appear in my Week in Review issue on Saturday. Another option is using the Substack auto transcript function.)

    On sale everywhere The Conservative Futurist: How To Create the Sci-Fi World We Were Promised


    This is a public episode. If you'd like to discuss this with other subscribers or get access to bonus episodes, visit fasterplease.substack.com/subscribe

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