Domesticating AI

Trust AI? Stop Shipping Output You Didn’t Read


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At a recent meetup, a room of about 55 people was asked: do you know every line of code you shipped to production?

One person raised their hand: Chris.

That moment became the center of this episode. Not because AI-assisted coding is bad, but because it exposes the real risk: developers are starting to trust AI-generated output without fully owning it.

In this episode, Miriah, Chris, and Matt talk about AI psychosis: the slow offloading of judgment, skepticism, and responsibility to systems that sound confident by design. We dig into AI slop, sycophantic models, no-slop.ai, Mitchell Hashimoto’s warning about companies operating under AI psychosis, and why “Claude wrote it” is not a defense when production breaks.

This is not an anti-AI episode. We use AI constantly. The point is to stop treating AI like an oracle and start treating it like a tool that needs constraints, review, and ownership.

Topics:

  • The 1-of-55 meetup story
  • What AI psychosis means for developers
  • Who owns AI-generated code?
  • Why confident output is not the same as correct output
  • no-slop.ai and the rule: don’t send AI output you haven’t read
  • Mitchell Hashimoto on AI psychosis in companies
  • Why arguing with AI usually wastes time
  • How sycophantic models pull users into the spiral
  • Practical ways to keep AI honest
  • Why smaller or self-hosted models can make AI feel less magical

Links:

  • no-slop.ai: https://no-slop.ai
  • Mitchell Hashimoto post: https://x.com/mitchellh/status/2055380239711457578
  • Timnit Gebru post on AI psychosis: https://www.linkedin.com/posts/timnit-gebru-7b3b407_surviving-ai-psychosis-activity-7454588079467593729-X1eT
  • HBR trendslop article: https://hbr.org/2026/03/researchers-asked-llms-for-strategic-advice-they-got-trendslop-in-return
  • Patreon: https://patreon.com/DomesticatingAIPodcast
  • YouTube: https://www.youtube.com/@DomesticatingAI
  • Apple Podcasts: https://podcasts.apple.com/us/podcast/domesticating-ai/id1873338950
  • Spotify: https://open.spotify.com/show/2WsAR4fvcXzp3vVZGVlkE2

Keep your AI on a leash.

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Domesticating AIBy SoyPete Tech