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Freakonomics Radio

693. What’s Our Job as Humans Anymore?

October 30, 2026 • 57m

Summary

⏱️ 10 min read

Overview

Freakonomics Radio explores how AI is reshaping human creativity in this two-part series finale. The episode features interviews with SAG-AFTRA president Sean Astin on union protections against AI, economist Joel Waldfogel on the 'random long tail' theory of creative disruption, tech optimist Kevin Kelly on AI as a creative tool, filmmaker Aline van der Velden defending her AI creation, and culminates in an extended conversation with Tilly Norwood—an AI-generated actor. The episode examines whether AI threatens or enhances human creativity by drawing parallels to past technological disruptions and exploring current tensions between innovation and labor protection.

Hollywood's AI Reckoning: SAG-AFTRA's Fight for Control

Sean Astin, SAG-AFTRA president and veteran actor, describes the union's efforts to regulate AI in entertainment through contract negotiations and federal legislation. He recounts filmmaker James Cameron's collaborative approach to AI demonstrations and contrasts it with broader industry concerns. The union successfully negotiated a four-year deal with studios that includes AI protections, distinguishing between digital replicas of real performers and fully synthetic AI characters. Astin is also championing the No Fakes Act in Washington, which would establish intellectual property rights over voice and likeness for all Americans.

  • James Cameron arranged AI demonstrations for SAG-AFTRA, showcasing a human-centered approach to the technology
  • The new SAG-AFTRA contract draws a distinction between digital replicas (tied to real performers) and synthetics (AI-generated characters)
  • Contract language prohibits using synthetics if a human or digital replica can do the job, setting a high standard for synthetic use
  • The No Fakes Act would establish the first-ever individual intellectual property right in voice and likeness
  • Tech companies are in a 'yaha period' where technology has been released without appropriate oversight
" Human beings are incredibly creative. We can create with nothing, with our voices. This is what is so special about human life. Like we can create. "
" These tech folks, you know, Anthropic and OpenAI, they are in what my mother would call the yaha period. I remember when I turned 18 and my mom was like, listen, you can go out now, you're legally an adult, and you're going to go yaha, you can do what you want. "
" If somebody's done a scan or somebody's voice or their image has been used to create a character, then that person can be bargained with. That person can give their assent or withhold their assent. There's a human being there. "

The Random Long Tail: Lessons from Digital Disruption

Economist Joel Waldfogel explains how past technological disruptions in creative industries inform our understanding of AI's impact. He introduces the 'random long tail' theory, showing that when creation costs fall dramatically, markets flood with new content—most of it bad, but some unexpectedly good. His research reveals that AI has already tripled the number of e-books on Amazon between 2022 and 2025, with AI-generated books showing lower quality on average but creating opportunities for new voices. Waldfogel maintains cautious optimism about AI's democratizing effects on creativity.

  • Creative industries are characterized by unpredictable commercial success, with only 5-10% of products historically earning back their investments
  • Digital distribution collapsed music industry revenue but also reduced creation costs, leading to unexpected positive outcomes
  • The 'random long tail' theory: when creation costs fall, volume increases massively, and while most new content is bad, some unexpected successes emerge
  • Between 2022 and late 2025, e-books on Amazon tripled, with over half of 2025 releases using AI
  • AI-generated books have lower star ratings, fewer reviews, and worse sales ranks on average, but they're not all terrible
" My first fear was, oh goodness, people aren't going to buy stuff. There won't be enough revenue to continue providing things I care about. So I lose access to any new music. That's what I was thinking at the time. "
" The random part of this random long tail is that most new stuff is bad. But if there's a lot of new stuff and some of it's good, that can end up being very important. "
" I'd rather be in the old system if I were anointed. But once I'm not anointed, I'm better off in the new system. "

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