Guides to running a council of AI models
Short, practical notes on getting more out of a council of AI models.
- How to make AI models debate each otherA debate between GPT, Claude, Qwen and other AI models needs a chair. Turn order, sealed openings, word limits and a clock, step by step, in your browser.
- Compare GPT, Claude, Qwen and Gemini on the same questionSide-by-side tabs do not compare AI models fairly. Put GPT, Claude, Qwen and Gemini under the same rules, with sealed first answers, and see where they differ.
- How to tell whether AI models really agreeWhen several AI models answer one question, “they mostly agreed” is not a result. A final vote, a consensus index and the conflicting positions, explained.
- How to get a second opinion on an AI answerAn AI answer that sounds sure is not a checked answer. Put it to two or three other models, sealed, and see in minutes whether they agree and where they split.
- Make ChatGPT and Claude debate without an API keyNo API key? Seat ChatGPT, Claude, Qwen or Gemini by hand. The page writes each message, you paste it into your own chat, and bring the answer back.
- Give each AI a role from a book, a paper or a briefHand a seat a PDF, EPUB, Word or text file and the AI model takes its role from it, as its advocate, as its author, or as its sharpest critic.
- An LLM council that runs in your browserRun a council of language models from a web page, with your own API keys or your own chat apps. No account, and no server holding your prompts.