Two Think Minimum

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Technology policy, with the hard parts intact.

The gist

Two Think Minimum is a policy conversation show from the Technology Policy Institute, built around careful questioning and expert debate. Recent episodes move from generative AI in scientific writing to spectrum diplomacy, antitrust remedies, GDP measurement, and the economics of AI infrastructure.

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About Two Think Minimum

Two Think Minimum is a technology policy show that stays close to the institutions where rules, markets, and technical systems meet. It comes from the Technology Policy Institute, and its recent episodes have the feel of seminar-room conversations with people who have spent years inside the subjects being discussed. The show is not built around hot takes. It is built around careful distinctions. One episode may ask whether generative AI is narrowing language barriers in global science, while another works through the preparation needed for a World Radio Communication Conference. The same feed can move from Google and Meta antitrust remedies to public-interest standards at the FCC, then into GDP measurement and AI data center economics. That range is broad, but the through-line is consistent: how policy should respond when technology changes faster than familiar legal or statistical tools. The conversations often linger on mechanism. Guests explain how agencies choose legal forums, how spectrum negotiations require interagency coordination, why conduct remedies are difficult, and what economists can or cannot infer from prices, productivity, and market structure. Short answers are rare. The show gives experts room to qualify claims, revise assumptions, and admit uncertainty. That can make it dense, but it also makes it useful. Scott Walston, Tom Leonard, Sarah O'Lam, and their guests ask practical questions about implementation rather than treating policy as abstract preference. Recent AI episodes are especially grounded in incentives: who pays, who switches, who benefits, who measures quality, and who is left using old tools for a new economy. The antitrust conversations are similarly institutional, attentive to courts, agencies, remedies, and international credibility. Two Think Minimum suits listeners who want to understand the architecture behind public debates about AI, communications, competition, and innovation. It rewards patience. The payoff is a clearer sense of how technical disputes become policy choices.

Made for: For policy professionals, economists, lawyers, researchers, and serious technology observers who want more than surface-level AI and regulation coverage. It also suits listeners who follow antitrust, telecom, digital markets, and public-sector measurement debates.

What sets it apart: The show pairs current technology-policy issues with institutional memory and economic method. Rather than flattening debates into pro-regulation or anti-regulation positions, it tracks legal procedures, incentives, measurement limits, and implementation constraints.

In their own words

Podcast of the Technology Policy Institute of Washington, D.C. The Technology Policy Institute is a think tank that focuses on the economics of innovation, technological change, and related regulation in the United States and around the world. Our mission is to advance knowledge and inform policymakers by producing independent, rigorous research and by sponsoring educational programs and conferences on major issues affecting information technology and communications policy.

Why you'd press play

Google keeps its pieces; you get the harder question of what antitrust enforcers should try next.

Press play if you want

  • Scott Walston to ask who gains when AI makes inexperienced drivers more productive, and who loses
  • a former FTC chair to question the agency's chosen path in the Meta case
Read the full recommendation in PlayNext →
AI governance and monetizationantitrust enforcement and remediestelecommunications and spectrum policyeconomic measurement beyond GDPdigital markets and competitionAI data centers and infrastructurescientific publishing and generative AI

Talks about

Best episodes of Two Think Minimum

Short reviews from the PlayNext desk, based on the episodes we processed.

Jeff Macher on Generative AI and the Future of Global ResearcFeb 17, 2026

A focused look at how ChatGPT may be reshaping the language and evaluation of global science.

Generative AI arrives in this episode as a question about scientific language and the systems that judge it. Scott Walston talks with Georgetown professor Jeff Bacher about research tracking millions of papers for signs of generative AI use over time.

Former U.S. Ambassador on High-Stakes Shanghai Radio ConferenceFeb 5, 2026

A clear look at the diplomacy behind the radio spectrum modern communications rely on.

Radio spectrum can sound like background infrastructure, but Ambassador Steve Lang makes clear how much diplomacy sits behind a phone working when someone lands abroad.

After Google and Meta: What Comes Next for Antitrust Policy with Jon Nuechterlein and Bill KovacicJan 5, 2026

A focused guide to what the Google and Meta rulings reveal about competition policy.

To Think Minimum uses two disappointing antitrust rulings as a way into the machinery of competition policy. John and Bill Kvasek, former FTC chairman, unpack Judge Mehta's refusal to order Google to divest Android and Judge Boesberg's rejection of the FTC's case over Meta's…

Beyond GDP, with Diane CoyleDec 5, 2025

Diane Coyle explains why GDP struggles to capture digital value, depleted assets, and the statistical ground policymakers need around AI.

Diane Coyle turns a familiar technology-policy worry into a clearer measurement problem: the economy is moving faster than the statistics used to describe it.

Shane Greenstein on Co-Invention and the Geography of AI InnovationNov 21, 2025

Shane Greenstein links AI data-center geography to the practical work that turns technology into value.

TPI President Scott Walston brings a useful skepticism to the AI data-center boom by asking Harvard Business School's Shane Greenstein where these facilities land and whether the spending behind them is likely to pay off.

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Episodes

  1. 1

    Jeff Macher on Generative AI and the Future of Global Researc

    Hidden gem

    Two Think Minimum asks whether generative AI is changing who can write science in English.

    Feb 17, 2026·32m·2 clips
  2. 2

    Former U.S. Ambassador on High-Stakes Shanghai Radio Conference

    Hidden gem

    Sarah O'Lam and Scott Walston interview Ambassador Steve Lang about WRC 27, the World Radio Communication Conference headed for Shanghai, China.

    Feb 5, 2026·46m·3 clips
  3. 3

    After Google and Meta: What Comes Next for Antitrust Policy with Jon Nuechterlein and Bill Kovacic

    Hidden gem

    ["Two Think Minimum's January 5, 2026 conversation with Scott Walston, John Nuechterlein, and Bill Kovacic focuses on Judge Mehta's Google remedy order and Judge Boasberg's rejection of the FTC's Meta case.", "Kovacic says Mehta found Google's exclusivity arrangements with Apple and the iPhone unlawful, but declined to order a Chrome or Android divestiture and instead imposed conduct rules on exclusivity, data sharing, and search syndication.", "He links that caution to generative AI, Trinko, and NCAA Alston, and he argues that U.S.

    Jan 5, 2026·59m·4 clips
  4. 4

    Beyond GDP, with Diane Coyle

    Hidden gem

    Diane Coyle says GDP has become a distorting lens for an economy built on data, ideas, patents, and AI, even though it still tracks jobs and incomes.

    Dec 5, 2025·40m·2 clips
  5. 5

    Shane Greenstein on Co-Invention and the Geography of AI Innovation

    Hidden gem

    Shane Greenstein says the AI data-center boom is a bet that billions of dollars in hyperscale infrastructure will create enough new revenue to pay itself back.

    Nov 21, 2025·58m·4 clips
  6. 6

    Monetizing AI: Subscriptions, Ads, or Something New with Catherine Tucker

    Hidden gem

    Catherine Tucker of MIT Sloan argues that AI monetization—subscriptions, advertising, or business-to-business sales—will determine how economists evaluate competition and consumer welfare.

    Nov 13, 2025·38m·2 clips
  7. 7

    The FCC’s Public Interest Standard: Shield or Weapon? with Harold Feld and Tom Hazlett

    Hidden gem

    Two Think Minimum examines whether the Communications Act’s “public interest, convenience, and necessity” standard protects democratic access or gives the FCC political leverage over broadcasters.

    Nov 5, 2025·51m·3 clips
  8. 8

    Bill Kovacic on Political Interference, Institutional Decay, and the Future of U.S. Antitrust

    Hidden gem

    Bill Kovacic, a former FTC chair and George Washington Law School professor, evaluates how Biden and Trump antitrust officials have treated big tech, merger policy, and institutional continuity.

    Oct 28, 2025·48m·3 clips
  9. 9

    Needham's Laura Martin on Why Disney Should Ditch ABC

    Laura Martin of Needham & Company argues that Disney could economically benefit from shutting down ABC after a roughly $10 billion write-off, potentially creating $20 billion in value for a company with a $200 billion market cap.

    Sep 25, 2025·43m·2 clips
  10. 10

    2025 TPI Aspen Forum: Privacy and Governmental Surveillance

    Hidden gem

    At the TPI Aspen Forum, Shane moderates Jeff Green, Jim Kolenberger, and Jennifer Huddleston on AI, cybersecurity, privacy, and government surveillance.

    Sep 19, 2025·50m·3 clips
  11. 11

    Inside the NIH w/ Jay Bhattacharya on Innovation, Replication, and mRNA Policy

    Scott Walston interviews NIH director Jay Bhattacharya at TPI's 2025 Aspen Forum about shifting NIH funding toward frontier research and away from incremental science.

    Sep 11, 2025·41m·2 clips
  12. 12

    2025 TPI Aspen Forum: Current Developments in Antitrust Policy

    Hidden gem

    The Technology Policy Institute’s 2025 Aspen Forum panel examines whether Biden-era antitrust enforcement replaced economic expertise with populism and whether that approach will persist under Trump 2.

    Sep 5, 2025·50m·3 clips
  13. 13

    Rewriting the Rules: Antitrust and the FTC with Jonathan M. Barnett and Larry White

    Hidden gem

    Two Think Minimum hosts Tom Leonard, Scott Walston, and Sarah O'Lam question Jonathan Barnett and Larry White about antitrust enforcement under the Trump administration.

    Jul 10, 2025·50m·3 clips
  14. 14

    William Kovacic and Jon Nuechterlein on Agency Independence and Humphrey's Executor

    Hidden gem

    Bill Kovacic and John Nexterline examine why antitrust enforcement against big technology platforms has continued from the Biden administration into President Trump's second administration.

    May 1, 2025·49m·3 clips
  15. 15

    Little Tech, Big Challenges: Competing in the AI Era with Matt Perault

    Hidden gem

    On To Think Minimum, Matt Perault of Andreessen Horowitz defines 'little tech' as startups that may have only a founder and an engineer while competing against firms with hundreds of policy staff.

    Feb 21, 2025·41m·2 clips
  16. 16

    AI Policy and the Future of Startups with Matt Perault

    Feb 13, 2025·42m
  17. 17

    Future of News Ratings and Media Trust with NewsGuard CEO Gordon Crovitz

    Gordon Krovitz, co-CEO of NewsGuard, explains how the company rates 35,000 news and information sources against nine journalistic criteria, including ownership disclosure and the separation of news from opinion.

    Jan 29, 2025·40m·2 clips
  18. 18

    Stablecoin Policy and the Future of Crypto with Christian Catalini

    Christian Catalini, founder of the MIT Crypto Economics Lab and co-founder of LightSpark, explains how stablecoins could enable real-time cross-border payments between wallets in countries such as the United States and Mexico.

    Dec 10, 2024·31m·2 clips
  19. 19

    European Innovation and Competitiveness with Nicolas Petit

    Hidden gem

    Tom Leonard, Scott Walston, and Sarah O’Lam interview Nicholas Pettit about Mario Draghi’s 2024 report on European competitiveness.

    Nov 26, 2024·42m·3 clips
  20. 20

    The Politics of Prediction Markets: John Phillips and David Mason

    On November 6, 2024, To Think Minimum examines prediction markets with John Phillips, CEO of Aristotle, and David Mason, General Counsel of Aristotle.

    Nov 8, 2024·27m·1 clip
  21. 21

    The Economics of AI: Prediction Machines and Their Impact with Ajay Agrawal

    Ajay Agrawal tells Technology Policy Institute President Scott Walston that AI can be understood as a drop in the cost of quality-adjusted prediction.

    Jun 5, 2024·55m·3 clips
  22. 22

    AI Accountability Policy with Ellen P. Goodman

    Ellen Goodman, principal author of NTIA's March 2024 AI Accountability Policy Report, explains how 1,400 public comments shaped its approach to accountability.

    May 21, 2024·38m·2 clips
  23. 23

    Artificial Intelligence and the Future of Competition Policy with Catherine Tucker

    On Two Think Minimum, MIT Sloan professor Catherine Tucker argues that economists should understand artificial intelligence as prediction whose costs are changing, not simply as robotics or “Terminator” technology.

    May 6, 2024·40m·2 clips
  24. 24

    Congressional Silence, Agency Power, and the Chevron Doctrine with Caroline Cecot

    Hidden gem

    Caroline Seacott, an Associate Professor at George Mason University's Antonin Scalia Law School, explains how Loper Bright's observer-payment dispute under the Magnuson-Stevens Act could reshape the meaning of congressional silence.

    Apr 30, 2024·52m·3 clips
  25. 25

    FTC Actions on Antitrust Reforms with Ginger Jin and Liad Wagman

    Mar 29, 2024·44m
  26. 26

    Navigating Technological Change: TikTok, AI Bias, and Societal Adjustments with Megan McArdle

    Scott Walston and Tom Leonard interview Washington Post columnist Megan McArdle about the House legislation requiring ByteDance to divest TikTok or face a U.S.

    Mar 25, 2024·53m
  27. 27

    Growing Threats to Wireless Communications and How to Address Them

    Mar 25, 2024·43m
  28. 28

    Airwaves of Innovation: Milgrom & Kwerel on the Past and Future of Spectrum Auctions

    Feb 7, 2024·43m
  29. 29

    Marius Schwartz on The Perverse Effects of the Robinson Patman Act

    Feb 2, 2024·48m
  30. 30

    Joe Nocera Discusses the Covid Policy Big Fail

    Jan 3, 2024·35m
  31. 31

    An Autocrat's Dilemma: Boosting Domestic Business Profits at the Expense of Research Quality

    Dec 6, 2023·39m
  32. 32

    Freedom of Speech in the Digital Age with Professor Jeff Kosseff

    Nov 30, 2023·39m
  33. 33

    Unpacking US-China Tech Policies with Xiaomeng Lu

    Scott Walston and Sarah O'Lam interview Xiaomeng Lu about US-China technology policy, focusing on the CHIPS Act and strategic competition in semiconductors and AI.

    Nov 17, 2023·46m
  34. 34

    How Technology Will Change Higher Education with Michael Smith

    Oct 23, 2023·30m
  35. 35

    Recent Antitrust Developments with Michael Katz

    Michael Katz discusses the Google antitrust case, its background, and key issues in a TPI podcast.

    Oct 11, 2023·53m
  36. 36

    Large Libel Models: Liability for AI Output with UCLA School of Law Professor Eugene Volokh

    Professor Eugene Volokh discusses his law review article on liability for false and damaging AI-generated outputs, using a Bing search example.

    Aug 3, 2023·44m
  37. 37

    AI and Tech in Europe with European Parliament’s Peter Brown

    Jul 27, 2023·39m
  38. 38

    Dr. Guy Ben-Ishai on the Economics of AI

    Jun 30, 2023·41m
  39. 39

    Ryan Vaughan on Mergers in Media, Tech, and Telecom

    Jun 15, 2023·44m
  40. 40

    John Samples on How the Facebook Oversight Board Thinks About Misinformation

    May 23, 2023·39m
  41. 41

    Kristina McElheran on The Effects of AI on Workers and Firms

    Apr 4, 2023·42m
  42. 42

    Greg Ip on Industrial Policy

    Mar 15, 2023·33m
  43. 43

    John Phillips and David Mason of Aristotle Discuss Political Prediction Markets

    Feb 16, 2023·36m
  44. 44

    Jane Horvath on Privacy Policy

    Feb 8, 2023·30m
  45. 45

    Sujit Raman on The State and Future of Cryptocurrency

    Dec 7, 2022·42m
  46. 46

    Stuart Brotman on Content Moderation and the First Amendment

    Nov 23, 2022·41m
  47. 47

    Avi Goldfarb on AI and Predictive Analytics

    Nov 9, 2022·43m
  48. 48

    Jay Bhattacharya on Covid Policy Missteps

    Nov 2, 2022·49m
  49. 49

    Michael Smith on Video Streaming and Its Lessons for Higher Education

    Oct 20, 2022·37m