A look at Andrej Karpathy's open-source LLM Council, a local web app that crowdsources multiple top LLMs to deliberate on a single query. It runs in three stages: independent first answers, anonymous peer review, and a final synthesis by a chairman model. The episode explains how this blind debate can surface higher-quality results than any single model and what it implies for the future of AI governance and collaborative intelligence.

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