# LLMs are stuck in a groupthink groove. This startup is trying to get them out.

> Every model saying time is a river is a funny party trick until you realize it means an entire industry of chatbots is quietly homogenizing how millions of people think. Flint's trick of injecting weirdness only where it counts, instead of cranking the temperature dial and hoping for the best, is the kind of unglamorous engineering that actually matters more than another benchmark chart. Watch this space if you make anything that depends on ideas being different from your competitor's ideas.

_Section: [Daily AI Updates](https://www.wortins.com/daily-ai) · Source: MIT Technology Review · Published Saturday, July 4, 2026_

## Wortins' read

Every model saying time is a river is a funny party trick until you realize it means an entire industry of chatbots is quietly homogenizing how millions of people think. Flint's trick of injecting weirdness only where it counts, instead of cranking the temperature dial and hoping for the best, is the kind of unglamorous engineering that actually matters more than another benchmark chart. Watch this space if you make anything that depends on ideas being different from your competitor's ideas.

## Source

[Read the full story at MIT Technology Review](https://www.technologyreview.com/2026/07/01/1140003/llms-are-stuck-in-a-groupthink-rut-this-startup-is-trying-to-get-them-out/)

## Related coverage

- [Japan Plans Sovereign AI Model, 10 Million AI Robots](https://www.wortins.com/story/japan-plans-sovereign-ai-model-10-million-ai-robots-dc68d749) — [GMA News Online](https://www.gmanetwork.com/news/scitech/technology/993489/japan-sovereign-ai-robots/story/)
- [AI system translates protein sequences into text, helping reveal functions of unknown proteins](https://www.wortins.com/story/ai-system-translates-protein-sequences-into-text-helping-rev-460bfb16) — [Phys.org](https://phys.org/news/2026-07-ai-protein-sequences-text-reveal.html)
- [Universities are policing AI cheating when they should be teaching students to work with it](https://www.wortins.com/story/universities-are-policing-ai-cheating-when-they-should-be-te-b264fe83) — [The AI Insider](https://theaiinsider.tech/2026/07/03/universities-must-rethink-education-for-the-ai-era-manchester-study-argues/)
- [Chinese researchers build a light powered AI chip that diagnoses disease like a radiologist](https://www.wortins.com/story/chinese-researchers-build-a-light-powered-ai-chip-that-diagn-4d75da3b) — [EurekAlert](https://www.eurekalert.org/news-releases/1132557)
- [Trump's outgoing AI adviser rules out an FDA for AI, blames doomers for backlash](https://www.wortins.com/story/trump-s-outgoing-ai-adviser-rules-out-an-fda-for-ai-blames-d-7cb5bd6d) — [Benzinga](https://www.benzinga.com/markets/tech/26/07/60268084/trump-wont-create-ai-regulator-says-former-white-house-adviser-sriram-krishnan-amid-data-center-backlash-that-is-never-never-going-to-happen)
- [Hollywood's youngest AI skeptic filmmakers are quietly topping the box office](https://www.wortins.com/story/hollywood-s-youngest-ai-skeptic-filmmakers-are-quietly-toppi-357b202d) — [Fortune](https://fortune.com/2026/07/05/why-doesnt-gen-z-trust-ai-box-office-youtube-directors-backrooms-obsession/)

---

_Curated and written by [Wortins](https://www.wortins.com) — The daily AI briefing. Every story links to its original source; the "Wortins read" on each is our own original analysis. [About Wortins & our editorial approach](https://www.wortins.com/about)._