Exclusive | Founders Fund Makes Its Only Bet in Legal AI. It’s in Brazil. - WSJ
<a href="https://news.google.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?oc=5" target="_blank">Exclusive | Founders Fund Makes Its Only Bet in Legal AI. It’s in Brazil.</a> <font color="#6f6f6f">WSJ</font>
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MixtureOfAgents: Why One AI Is Worse Than Three
The Problem You send a question to GPT-4o. It answers. Sometimes brilliantly, sometimes wrong. You have no way to know which. What if you asked three models the same question and picked the best answer? That is MixtureOfAgents (MoA) — and it works. Real Test I asked 3 models: What is a nominal account (Russian banking)? Groq (Llama 3.3): Wrong. Confused with accounting. DeepSeek: Correct. Civil Code definition. Gemini: Wrong. Mixed with bookkeeping. One model = 33% chance of correct answer. Three models + judge = correct every time . The Code async function consult ( prompt , engines ) { const promises = engines . map ( eng => callEngine ( eng , prompt ) . then ( r => ({ engine : eng , response : r , ok : true })) . catch ( e => ({ engine : eng , error : e . message , ok : false })) ); ret
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