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

The short version
- Open up your chatbot of choice—Claude, ChatGPT, Gemini—and type “Give me a random number between 1 and 10.” You’re going to get 7.
- Now type “Another” and you’ll get 3 or 4.
- Type “Another” again and you’ll get 8 or 9.
- That won’t work every time—but if it…
The story
Let’s start with a game. Open up your chatbot of choice—Claude, ChatGPT, Gemini—and type “Give me a random number between 1 and 10.” You’re going to get 7. Almost always.
Now type “Another” and you’ll get 3 or 4. Type “Another” again and you’ll get 8 or 9. That won’t work every time—but if it…
How this story developed
Full timelineAlto has tracked this across 2 days of coverage from 1 outlet.
- LLMs are stuck in a groupthink rut. This startup is trying to get them out.You are here
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