Karpathy just made GPT, Claude, Gemini & Grok A...
Andrej Karpathy just built an AI that makes GPT Claude, Gemini and Grok argue with each other before giving you an answer. This is the LLM Council. Instead of asking one AI model a question and hoping it does not hallucinate, this system sends your question to four different frontier models at once. But these models then anonymously critique each other's answers, pointing out flaws and ranking responses. Only after this debate does a chairman model synthesize everything into one high-confidence answer. Think of it like having four of the world's smartest AI systems in a boardroom fact-checking to you. Andrej Wiebe coded this full thing in under 48 hours, which reminds us human focus should be on the vision while AI writes the actual code. You can just use this GitHub repo, which is linked down in the pinned comment below. And for more such AI content, follow 100x.
Summary
Andrej Karpathy's LLM Council enables AI models to debate before providing a final answer, enhancing accuracy and reducing hallucinations.
Key Points
- Andrej Karpathy created an AI that makes models debate before answering.
- The system uses four AI models to critique each other's responses.
- A chairman model synthesizes the critiques into a final answer.
- This approach reduces the risk of AI hallucinations in responses.
- Karpathy developed this in under 48 hours, showcasing efficiency.
- The GitHub repo for this project is available in the comments.
- Focus on vision while AI handles the coding tasks.
Tags
Repurpose Ideas
- LinkedIn post: How AI debate can improve response accuracy.
- Tweet: Key benefits of using multiple AI models for answers.
- Checklist: Steps to implement the LLM Council in your projects.
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