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Improving Factuality and Reasoning in Language Models through Multiagent Debate
Yilun Du, Shuang Li, Antonio Torralba, Joshua B. Tenenbaum, Igor Mordatch
This is a preliminary implementation of the paper "Improving Factuality and Reasoning in Language Models through Multiagent Debate". More tasks and settings will be released soon. You may see some additional debate logs here.
Also, check out gauss5930's awesome implementation of multiagent debate on opensource LLMs here!
Compatible with popular AI development environments.
Category: Developer Tools
Don't lose this
Three weeks from now, you'll want Multiagent Debate again. Will you remember where to find it?
Save it to your library and the next time you need Multiagent Debate, it’s one tap away — from any AI app you use. Group it into a bench with the rest of the team for that kind of task and you can pull the whole stack at once.
⚡ Pro tip for geeks: add a-gnt 🤵🏻♂️ as a custom connector in Claude or a custom GPT in ChatGPT — one click and your library is right there in the chat. Or, if you’re in an editor, install the a-gnt MCP server and say “use my [bench name]” in Claude Code, Cursor, VS Code, or Windsurf.
a-gnt's Take
Our honest review
Multiagent Debate. Best for developers and power users who want to extend their AI workflow with developer tools capabilities. It's completely free and works across most major AI apps. This one just landed in the catalog — worth trying while it's fresh.
Tips for getting started
Tap "Get" above, pick your AI app, and follow the steps. Most installs take under 30 seconds.
What's New
Imported from awesome:e2b-dev/awesome-ai-agents
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