Solving a Million-Step LLM Task with Zero Errors

Wow! Doing Towers of Hanoi by LLM is something that can be done, by voting on small tasks.

I just read a paper that completely broke my brain.

It describes a system that solved an AI task with over 1,000,000 sequential steps... with ZERO errors.

Using AI models that are known to be flaky and make mistakes.

How is that even possible? 🤯

We all know LLMs have an… pic.twitter.com/LYqIVQtJzp
— Carlos E. Perez (@IntuitMachine) November 17, 2025

2025-11-18 · #ai #llm