Trust AI? Stop Shipping Output You Didn’t Read
Jun 19, 2026 · 36 min · 12 segments
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…
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.
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…
