Karpathy just made GPT Claude Gemini Grok ARGUE before answering you Meet the LLM Council 4 AI models debate critique and factcheck each other then a chairman model gives one final answer Andrej Weib coded the whole thing in under 48 hours GitHub link in the pinned comment Follow 100x for more crazy AI stuff AI GPT Claude Gemini Grok

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.