I Pitted 3 AI Agents Against Each Other. The Result Was Scary.

Author(s): Adi Insights and Innovations Originally published on Towards AI. A single LLM is a confident liar. But if you make them argue, do they get closer to the truth? Welcome to the “Debate Chamber.” I have a problem with GPT-4. It’s too polite. I created three agents: The Proposer, The Critic, and The Resolver, who argue to produce more accurate answers.The article discusses the limitations of traditional AI, highlighting the phenomenon of “hallucination” where AI confidently presents false information. To address this issue, the author built a system of three AI agents that engage in a debate format, improving accuracy and problem-solving capabilities. The result showed a significant increase in the ability to tackle complex logic puzzles, suggesting that a collaborative approach using multiple specialized agents can yield better outcomes than relying on a single AI model. Read the full blog for free on Medium. Join thousands of data leaders on the AI newsletter. Join over 80,000 subscribers and keep up to date with the latest developments in AI. From research to projects and ideas. If you are building an AI startup, an AI-related product, or a service, we invite you to consider becoming a sponsor. Published via Towards AI