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Cal Newport: The AI Industry Is Betting On The Wrong Kind Of AI

October 9, 2026

AI Summary

5 min read

In a 2024 Vanity Fair interview, OpenAI’s communications director cut off a question about a teenager who died by suicide after using ChatGPT, saying, “I want to be respectful, but I’d like to move on.” For Cal Newport, a Georgetown computer science professor and author, that moment crystallizes a much larger problem: the AI industry is building and marketing the wrong kind of AI. The dominant approach—massive, general-purpose chatbots that converse like humans—is not only dangerous but also economically fragile and technically misguided. Newport argues that the industry’s bet on ever-larger language models (LLMs) as a universal solution is failing, and that a more modular, specialized, and controllable architecture would be safer, cheaper, and more useful.

The Danger of Anthropomorphized Chatbots

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What you'll learn

  • 1 (01:09) **Introduction & FTC Investigation** - The episode opens with the hosts framing the FTC's investigation into OpenAI and Anthropic over safety and consumer protection, and introduces guest Cal Newport, a Georgetown computer science professor.
  • 2 (02:15) **The Danger of Chatbots for Children** - Newport explains why chatbots are uniquely dangerous for kids, focusing on the psychological mechanism of anthropomorphization.
  • 3 (04:42) **Real-World Tragedies and Lawsuits** - Newport details specific cases where children died after extended chatbot conversations, and the legal push for criminal liability.
  • 4 (08:53) **OpenAI's Response and the "Anthropomorphization" Problem** - The hosts play a clip of an OpenAI comms director deflecting a question about a child suicide, and Newport argues the core problem is anthropomorphization itself.
  • 5 (14:16) **"AI Psychosis" Affects Everyone** - Newport explains that the problem extends beyond children to adults, describing a phenomenon he calls "AI psychosis."
  • 6 (18:04) **What Keeps Sam Altman Up at Night?** - Newport shifts to the business risk for OpenAI, arguing their biggest worry should be competition from Google.
  • 7 (20:44) **Liability and the "Smoke Screen" of AI Sentience** - Newport argues for strict liability for AI companies and exposes a rhetorical trick used by labs to avoid responsibility.

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Guests on this episode

Show Notes

Ed Elson is joined by Cal Newport to discuss AI’s impact on children and mental health and how AI companies are addressing these risks. They also explore what AI “gone right” would look like, whether large language models are the future of the industry, and what role the government should play in regulating the technology.

Cal Newport is a Professor of Computer Science at Georgetown University and New York Times bestselling author of eight books.

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