Rephonic
Artwork for Scaling Laws
Artificial Intelligence
AI Governance
AI Regulation
AI Policy
Openai
Anthropic
Law
Innovation Policy
Open Source AI
Generative AI
Governance
China AI Development
China
Trump Administration
Data Centers
Regulation
Artificial General Intelligence
National Security
Congress
Technology Policy

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 a... more

PublishesTwice weeklyEpisodes229Founded4 years ago
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Artwork for Scaling Laws

Latest Episodes

Alan Rozenshtein, Research Director at Lawfare and Visiting Senior Fellow at the Institute for Law & AI (LawAI), spoke with Christoph Winter, LawAI Founding Director and Assistant Professor of Law and AI at the University of Cambridge, and LawAI Seni... more

Tom Davidson joins Kevin Frazier, AI Innovation and Law Fellow at the University of Texas School of Law and a Senior Editor at Lawfare, to discuss AI timelines, explosive economic growth, and the increasingly urgent debate over “AI character” — the b... more

Owen Larter, Senior Director and Head of Frontier Policy and Public Affairs at Google DeepMind, joins Kevin Frazier, AI Innovation and Law Fellow at the University of Texas School of Law and a Senior Editor at Lawfare, to provide an inside look at ho... more

Melissa Hutchins, founder and CEO of Certifi AI, joins Kevin Frazier, AI Innovation and Law Fellow at the University of Texas School of Law and a Senior Editor at Lawfare, to discuss the rise of deepfakes, non-consensual sexually explicit imagery, an... more

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Recent Guests

Melissa Hutchins
Founder and CEO of Certifi AI
Certifi AI
Episode: Inside the Fight to Detect and Govern Synthetic Abuse with Melissa Hutchins of Certifi AI
Adeel Khan
MagicSchool
Episode: HAGS (with AI): How AI Tools Are Shaping Education with Adeel Khan and Ryan Trattner
Ryan Trattner
StudyFetch
Episode: HAGS (with AI): How AI Tools Are Shaping Education with Adeel Khan and Ryan Trattner
John McAuliff
Delegate, Virginia House of Delegates
Virginia House of Delegates
Episode: The Politics of Data Centers with VA Delegate John McAuliff
Cathy O'Neil
Author of Weapons of Math Destruction and The Shame Machine; CEO of Orcaa
Orcaa; Author; Former mathematician
Episode: Let's Do the Science! Talking Algorithms with Cathy O'Neill
Sean Perryman
Policy expert and attorney teaching AI Governance and Ethics at Vanderbilt Law School; leading AI Policy at Uber
Uber; Vanderbilt Law School
Episode: Escaping One-Size-Fits-All AI Policy with Sean Perryman
Deger Turan
CEO of Metaculus
Metaculus
Episode: Forecasting AI's Impact on the Economy with Deger Turan, CEO of Metaculus
Dean Ball
Senior fellow at the Foundation for American Innovation and former senior policy advisor for AI at the White House OSTP
Foundation for American Innovation; White House OSTP
Episode: Rapid Response: An "FDA for AI" at the White House?, with Dean Ball
Justin Curl
Third-year JD candidate at Harvard Law School
Harvard Law School
Episode: Lawfare Daily: Why AI Won’t Revolutionize Law (At Least Not Yet), with Arvind Narayanan and Justin Curl

Hosts

Kevin Frazier
Host of Scaling Laws; AI Innovation and Law Fellow at the University of Texas School of Law and Senior Editor at Lawfare
Alan Rozenshtein
Co-host of Scaling Laws; Research Director at Lawfare; Associate Professor at Minnesota Law

Reviews

4.5 out of 5 stars from 47 ratings
  • Goofy

    Not up to the standards of the other Lawfare pods.

    Apple Podcasts
    1
    mhaliett
    United States3 months ago
  • Best of a bad lot

    The episode with Francis Shen of Neurolaw is excellent. Lots to disagree with. Specifically the idea of experimentally implementing surveillance before there’s general recognition that police and prosecutors AND THE DAMN FEDS are more interested in reducing crime than persecuting people (who are criminals to be sure, but that’s just an excuse for sadism). But both discussants recognize the problem and I salute you!

    I subscribed immediately after the trailer but pretty quickly left because of to... more

    Apple Podcasts
    2
    Standards Geek
    Japan5 months ago
  • The great team from Lawfare takes their admirable expertise in law and national security and then talks to some not always very technical people about tech stuff that is largely out of Lawfare's area of expertise.

    There's a nugget of a good idea here because most tech people who can talk credibly about the tech side have no idea what they are talking about when they try to talk about public policy and social impacts to deal with this stuff. But starting with some credulous guessing and then app... more

    Podchaser
    2
    wrosecrans
    7 months ago
  • Scaling Laws formerly Arbiters of Truth

    Episodes of Scaling Laws begin 2025.07.02. Any review/rating before this date presumably applied to AoT. I’m just noting this for the record b/c the current featured review was authored in 2024.

    (Also noted for the record: Hook ‘Em, Horns! 🙃)

    Apple Podcasts
    5
    Suzushka
    United States10 months ago
  • Can't believe they gave doxxer/journalist/Karen Taylor Lorenz a platform.

    Can't believe they gave doxxer/journalist/Karen Taylor Lorenz a platform. Shame.

    Apple Podcasts
    1
    jaiboregio78
    United States3 years ago

Listeners Say

Key themes from listener reviews, highlighting what works and what could be improved about the show.

Guests are credible, high-signal voices in AI governance and regulation.
Some listeners want more practical practitioner interaction and menos theoretical depth.
The show features deep, policy-forward conversations with top legal and policy minds.

Chart Rankings

How this podcast ranks in the Apple Podcasts, Spotify and YouTube charts.

Apple Podcasts
#74
United States/Government
Apple Podcasts
#157
United Kingdom/Government
Apple Podcasts
#190
Canada/Government
Apple Podcasts
#161
France/Government
Apple Podcasts
#205
Australia/Government
Apple Podcasts
#24
India/Government

Talking Points

Recent interactions between the hosts and their guests.

The Politics of Data Centers with VA Delegate John McAuliff
Q: Is it fair to focus on data centers as the national policy lever for grid and energy discussions?
The guest argues that data centers are a tractable focal point because they are highly concentrated and powerful, making negotiations more manageable than broad, diffuse sectors; yet the broader goal is to align infrastructure growth with cleaner energy and transparent community benefits.
Inside the Fight to Detect and Govern Synthetic Abuse with Melissa Hutchins of Certifi AI
Q: What are the challenges of building a regulated AI startup across many states?
The patchwork of state laws creates high compliance costs and can hinder early-stage startups; Hutchins advocates for stronger federal foundations to set consistent guardrails.
Inside the Fight to Detect and Govern Synthetic Abuse with Melissa Hutchins of Certifi AI
Q: How does the Take It Down Act change the landscape for victims?
The act creates a clear legal framework with a 48-hour takedown window after reporting, which is a major milestone but requires robust enforcement infrastructure and awareness to be effective.
Inside the Fight to Detect and Govern Synthetic Abuse with Melissa Hutchins of Certifi AI
Q: What motivated you to start Certifi AI and focus on safety around synthetic media?
Melissa describes her lived experience with cyberstalking, the gaps in platform response, and the need for real-time, user-controlled tools to detect and respond to misuse of likeness, which motivated her to build Certifi AI.
Let's Do the Science! Talking Algorithms with Cathy O'Neill
Q: Should hiring algorithms be trusted to decide who gets hired, or should there always be human oversight?
Human oversight is still crucial, especially since hiring involves nuanced judgments. Algorithms can be less biased than some humans, but they must be evaluated for fairness across multiple stakeholders, and in many cases a human-in-the-loop approach is appropriate depending on the job and context.

Audience Metrics

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Frequently Asked Questions About Scaling Laws

What is Scaling Laws about and what kind of topics does it cover?

A show that brings together policymakers, lawyers, technologists, and policy researchers to unpack AI governance, regulation, and the economics of deploying AI at scale. Episodes commonly explore how AI affects productivity, law, infrastructure, data governance, and national security, often featuring legal scholars, technologists, and public policy insiders as guests. Noteworthy is a pattern of high-caliber, policy-forward conversations that balance technical detail with practical governance implications, plus frequent cross-cutting discussions on long-term policy, ethics, and institutional resilience. The format often includes two co-hosts guiding in-depth interviews or rapid-response takes on breaking AI governance news, making it a stron... more

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Which podcasts are similar to Scaling Laws?

These podcasts share a similar audience with Scaling Laws:

1. The Lawfare Podcast
2. Rational Security
3. 80,000 Hours Podcast
4. Interesting Times with Ross Douthat
5. Conversations with Tyler

How many episodes of Scaling Laws are there?

Scaling Laws launched 4 years ago and published 229 episodes to date. You can find more information about this podcast including rankings, audience demographics and engagement in our podcast database.

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What guests have appeared on Scaling Laws?

Recent guests on Scaling Laws include:

1. Melissa Hutchins
2. Adeel Khan
3. Ryan Trattner
4. John McAuliff
5. Cathy O'Neil
6. Sean Perryman
7. Deger Turan
8. Dean Ball

To view more recent guests and their details, simply upgrade your Rephonic account. You'll also get access to a typical guest profile to help you decide if the show is worth pitching.

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