

Scaling Laws
Lawfare & University of Texas Law School
Scaling Laws explores (and occasionally answers) the questions that keep OpenAI’s policy team up at night, the ones that motivate legislators to host hearings on AI and draft new AI bills, and the ones that are top of mind for tech-savvy law and policy students. Co-hosts Alan Rozenshtein, Professor at Minnesota Law and Research Director at Lawfare, and Kevin Frazier, AI Innovation and Law Fellow at the University of Texas and Senior Editor at Lawfare, dive into the intersection of AI, innovation policy, and the law through regular interviews with the folks deep in the weeds of developing, regulating, and adopting AI. They also provide regular rapid-response analysis of breaking AI governance news. Hosted on Acast. See acast.com/privacy for more information.
Episodes
Mentioned books

Apr 28, 2023 • 46min
An Interview with Meta’s Chief Privacy Officers
In 2018, news broke that Facebook had allowed third-party developers—including the controversial data analytics firm Cambridge Analytica—to obtain large quantities of user data in ways that users probably didn’t anticipate. The fallout led to a controversy over whether Cambridge Analytica had in some way swung the 2016 election for Trump (spoiler: it almost certainly didn’t), but it also generated a $5 billion fine imposed on Facebook by the FTC for violating users’ privacy. Along with that record-breaking fine, the FTC also imposed a number of requirements on Facebook to improve its approach to privacy. It’s been four years since that settlement, and Facebook is now Meta. So how much has really changed within the company? For this episode of Arbiters of Truth, our series on the online information ecosystem, Lawfare Senior Editors Alan Rozenshtein and Quinta Jurecic interviewed Meta’s co-chief privacy officers, Erin Egan and Michel Protti, about the company’s approach to privacy and its response to the FTC’s settlement order.At one point in the conversation, Quinta mentions a class action settlement over the Cambridge Analytica scandal. You can read more about the settlement here. Information about Facebook’s legal arguments regarding user privacy interests is available here and here, and you can find more details in the judge’s ruling denying Facebook’s motion to dismiss.Note: Meta provides support for Lawfare’s Digital Social Contract paper series. This podcast episode is not part of that series, and Meta does not have any editorial role in Lawfare. Hosted on Acast. See acast.com/privacy for more information.

Apr 26, 2023 • 54min
Eugene Volokh on AI Libel
If someone lies about you, you can usually sue them for defamation. But what if that someone is ChatGPT? Already in Australia, the mayor of a town outside Melbourne has threatened to sue OpenAI because ChatGPT falsely named him a guilty party in a bribery scandal. Could that happen in America? Does our libel law allow that? What does it even mean for a large language model to act with "malice"? Does the First Amendment put any limits on the ability to hold these models, and the companies that make them, accountable for false statements they make? And what's the best way to deal with this problem: private lawsuits or government regulation?On this episode of Arbiters of Truth, our series on the information ecosystem, Alan Rozenshtein, Associate Professor of Law at the University of Minnesota and Senior Editor at Lawfare, discussed these questions with First Amendment expert Eugene Volokh, Professor of Law at UCLA and the author of a draft paper entitled "Large Libel Models.” Hosted on Acast. See acast.com/privacy for more information.

Apr 14, 2023 • 47min
A TikTok Ban and the First Amendment
Over the past few years, TikTok has become a uniquely polarizing social media platform. On the one hand, millions of users, especially those in their teens and twenties, love the app. On the other hand, the government is concerned that TikTok's vulnerability to pressure from the Chinese Communist Party makes it a serious national security threat. There's even talk of banning the app altogether. But would that be legal? In particular, does the First Amendment allow the government to ban an application that’s used by millions to communicate every day?On this episode of Arbiters of Truth, our series on the information ecosystem, Matt Perault, director of the Center on Technology Policy at the University of North Carolina at Chapel Hill, and Alan Z. Rozenshtein, Lawfare Senior Editor and Associate Professor of Law at the University of Minnesota, spoke with Ramya Krishnan, a staff attorney at the Knight First Amendment Institute at Columbia University, and Mary-Rose Papendrea, the Samuel Ashe Distinguished Professor of Constitutional Law at the University of North Carolina School of Law, to think through the legal and policy implications of a TikTok ban. Hosted on Acast. See acast.com/privacy for more information.

Mar 27, 2023 • 45min
Ravi Iyer on How to Improve Technology Through Design
On the latest episode of Arbiters of Truth, Lawfare's series on the information ecosystem, Quinta Jurecic and Alan Rozenshtein spoke with Ravi Iyer, the Managing Director of the Psychology of Technology Institute at the University of Southern California's Neely Center.Earlier in his career, Ravi held a number of positions at Meta, where he worked to make Facebook's algorithm provide actual value, not just "engagement," to users. Quinta and Alan spoke with Ravi about why he thinks that content moderation is a dead-end and why thinking about the design of technology is the way forward to make sure that technology serves us and not the other way around. Hosted on Acast. See acast.com/privacy for more information.

Mar 9, 2023 • 50min
Does Section 230 Protect ChatGPT?
During recent oral arguments in Gonzalez v. Google, a Supreme Court case concerning the scope of liability protections for internet platforms, Justice Neil Gorsuch asked a thought-provoking question. Does Section 230, the statute that shields websites from liability for third-party content, apply to a generative AI model like ChatGPT? Luckily, Matt Perault of the Center on Technology Policy at the University of North Carolina at Chapel Hill had already been thinking about this question and published a Lawfare article arguing that 230’s protections wouldn’t extend to content generated by AI. Lawfare Senior Editors Quinta Jurecic and Alan Rozenshtein sat down with Matt and Jess Miers, legal advocacy counsel at the Chamber of Progress, to debate whether ChatGPT’s output constitutes third-party content, whether companies like OpenAI should be immune for the output of their products, and why you might want to sue a chatbot in the first place. Hosted on Acast. See acast.com/privacy for more information.

Feb 1, 2023 • 59min
ChatGPT Tells All
You've likely heard of ChatGPT, the chatbot from OpenAI. But you’ve likely never heard an interview with ChatGPT, much less an interview in which ChatGPT reflects on its own impact on the information ecosystem. Nor is it likely that you’ve ever heard ChatGPT promising to stop producing racist and misogynistic content. But, on this episode of Arbiters of Truth, Lawfare’s occasional series on the information ecosystem, Lawfare editor-in-chief Benjamin Wittes sat down with ChatGPT to talk about a range of things: the pronouns it prefers; academic integrity and the chatbot’s likely impact on that; and importantly, the experiments performed by a scholar name Eve Gaumond, who has been on a one-woman campaign to get ChatGPT to write offensive content. ChatGPT made some pretty solid representations that this kind of thing may be in its past, but wouldn't ever be in its future again.So, following Ben’s interview with ChatGPT, he sat down with Eve Gaumond, an AI scholar at the Public Law Center of the University of Montréal, who fact-checked ChatGPT's claims. Can you still get it to write a poem entitled, “She Was Smart for a Woman”? Can you get it to write a speech by Heinrich Himmler about Jews? And can you get ChatGPT to write a story belittling the Holocaust? Hosted on Acast. See acast.com/privacy for more information.

Jan 23, 2023 • 45min
When States Make Tech Policy
Tech policy reform occupies a strange place in Washington, D.C. Everyone seems to agree that the government should change how it regulates the technology industry, on issues from content moderation to privacy—and yet, reform never actually seems to happen. But while the federal government continues to stall, state governments are taking action. More and more, state-level officials are proposing and implementing changes in technology policy. Most prominently, Texas and Florida recently passed laws restricting how platforms can moderate content, which will likely be considered by the Supreme Court later this year.On this episode of Arbiters of Truth, our occasional series on the information ecosystem, Lawfare senior editor Quinta Jurecic spoke with J. Scott Babwah Brennen and Matt Perault of the Center on Technology Policy at UNC-Chapel Hill. In recent months, they’ve put together two reports on state-level tech regulation. They talked about what’s driving this trend, why and how state-level policymaking differs—and doesn’t—from policymaking at the federal level, and what opportunities and complications this could create. Hosted on Acast. See acast.com/privacy for more information.

Dec 15, 2022 • 44min
Rick Hasen and Nate Persily on Replatforming Trump on Social Media
On November 19, Twitter’s new owner Elon Musk announced that he would be reinstating former President Donald Trump’s account on the platform—though so far, Trump hasn’t taken Musk up on the offer, preferring instead to stay on his bespoke website Truth Social. Meanwhile, Meta’s Oversight Board has set a January 2023 deadline for the platform to decide whether or not to return Trump to Facebook following his suspension after the Jan. 6 insurrection. How should we think through the difficult question of how social media platforms should handle the presence of a political leader who delights in spreading falsehoods and ginning up violence?Luckily for us, Stanford and UCLA recently held a conference on just that. On this episode of Arbiters of Truth, our series on the online information ecosystem, Lawfare senior editors Alan Rozenshtein and Quinta Jurecic sat down with the conference’s organizers, election law experts Rick Hasen and Nate Persily, to talk about whether Trump should be returned to social media. They debated the tangled issues of Trump’s deplatforming and replatforming … and discussed whether, and when, Trump will break the seal and start tweeting again. Hosted on Acast. See acast.com/privacy for more information.

Dec 12, 2022 • 46min
A Member of Meta’s Oversight Board Discusses the Board’s New Decision
When Facebook whistleblower Frances Haugen shared a trove of internal company documents to the Wall Street Journal in 2021, some of the most dramatic revelations concerned the company’s use of a so-called “cross-check” system that, according to the Journal, essentially exempted certain high-profile users from the platform’s usual rules. After the Journal published its report, Facebook—which has since changed its name to Meta—asked the platform’s independent Oversight Board to weigh in on the program. And now, a year later, the Board has finally released its opinion. On this episode of Arbiters of Truth, our series on the online information ecosystem, Lawfare senior editors Alan Rozenshtein and Quinta Jurecic sat down with Suzanne Nossel, a member of the Oversight Board and the CEO of PEN America. She talked us through the Board’s findings, its criticisms of cross-check, and its recommendations for Meta going forward. Hosted on Acast. See acast.com/privacy for more information.

Nov 8, 2022 • 58min
Decentralized Social Media and the Great Twitter Exodus
It’s Election Day in the United States—so while you wait for the results to come in, why not listen to a podcast about the other biggest story obsessing the political commentariat right now? We’re talking, of course, about Elon Musk’s purchase of Twitter and the billionaire’s dramatic and erratic changes to the platform. In response to Musk’s takeover, a great number of Twitter users have made the leap to Mastodon, a decentralized platform that offers a very different vision of what social media could look like. What exactly is decentralized social media, and how does it work? Lawfare senior editor Alan Rozenshtein has a paper on just that, and he sat down with Lawfare senior editor Quinta Jurecic on the podcast to discuss for an episode of our Arbiters of Truth series on the online information ecosystem. They were also joined by Kate Klonick, associate professor of law at St. John’s University, to hash out the many, many questions about content moderation and the future of the internet sparked by Musk’s reign and the new popularity of Mastodon.Among the works mentioned in this episode:“Welcome to hell, Elon. You break it, you buy it,” by Nilay Patel on The Verge“Hey Elon: Let Me Help You Speed Run The Content Moderation Learning Curve,” by Mike Masnick on Techdirt Hosted on Acast. See acast.com/privacy for more information.