[oleg_kabanov]

Good project. It would be great to have a summary of what is different from Karpathy project (karpathy/llm-council).

[trekhleb]

Thank you.

The comparison and the reference to the karpathy/llm-council is available on GitHub https://github.com/trekhleb/yesbrainer

In short, Karpathy's llm-council is one fixed answer→rank→synthesize pass behind a local server you have to run, while Yes-Brainer is a zero-setup browser app with three deliberation structures — including a real multi-round debate (consensus mode)