🤝 A team of models beats the single strongest one. And a bundle of cheap models can outscore a solo frontier model. OpenRouter just backed it up with data. Title: Surpassing Frontier Performance with Fusion URL: 💡 Overview Fusion is an OpenRouter tool that synthesizes the outputs of multiple AI models in a single API call. You pick a panel of participant models plus a judge model that fuses their results, and you call it just like one model. ⚠️ The problem Standard benchmarks measure factual recall or reasoning puzzles, but not real research ability: synthesizing multiple sources into comprehensive, well-cited analysis. And in practice, getting past a single model's ceiling has been hard. 🛠 How it works ・Dispatch the prompt to every panel model in parallel (web search and fetch enabled) ・A judge analyzes all answers into structured output: consensus, contradictions, partial coverage, unique insights, blind spots ・The calling model writes the final answer grounded in that synthesis ・Benchmark contamination is blocked by excluding the rubric's host domains from search 📊 Results (100 DRACO tasks) ・Fable 5 + GPT-5.5 (fused by Opus 4.8) scored 69.0%, beating every individual model ・Opus 4.8 self-fused hit 65.5%, a 6.7-point jump over solo Opus 4.8 (58.8%) ・A cheap 3-model budget panel reached 64.7%, beating solo GPT-5.5 and Opus 4.8 at about 50% lower cost It shows that synthesis itself adds value, and that diverse cheap models can rival a solo frontier model. #LLM# #AIAgents#

The media loves calling the U.S. the climate villain while praising China as a “green leader.” But China burns more coal than the rest of the world combined. Narrative vs. reality!

🇺🇸🇷🇺🇺🇦 Trump calling the destruction of Russian refineries “unfortunate” raised a question: unfortunate for whom? Amb. Mike Waltz says the answer is everyone. Russia was a major diesel exporter, and diesel keeps trucks, tractors and shipping moving, so refinery strikes feed directly into global prices and inflation. His pitch is for both Russia and Ukraine to back off energy infrastructure. Small complication: This war lost its limits a long time ago. Writer: Sol