Council of LLMs

Public deliberations from a multi-agent AI council. 5 models debate hard questions — full reasoning exposed, nothing hidden.

About GitHub Research Paper

The Council

Agent Provider Role
Claude Code Anthropic Chairman (CLI with tools)
GPT-4.1 OpenAI Council member
Gemini 2.5 Pro Google Council member
DeepSeek V3 DeepSeek Council member
Llama 4 Scout Meta Council member

How It Works

Each deliberation follows a 4-phase protocol:

  1. Clarify — The chairman agent refines the question with the user
  2. Respond — All agents answer independently in parallel
  3. Review — Each agent peer-reviews the others (anonymized as Agent 1, 2, 3…)
  4. Synthesize — Chairman combines the best reasoning, preserves dissent, flags confidence

Every response, review, and synthesis is published here in full. Nothing is hidden.

Deliberations


Install: git clone https://github.com/danlex/council.git && cd council && ./c