Google's ERA Automates Science Itself

🔥 What happened Google unveiled ERA, a system that uses Gemini to solve scientific problems by mutating code experiments in a Monte-Carlo-tree-style search. John Platt's team has already cranked out 10+ papers with it, including cracking a contrail model that stumped them for two years. 💡 Why it matters Contrails drive roughly 1% of human-induced warming — one gram of exhaust seeds ten kilograms of ice. ERA found the missing sunlight-reflection model. The jump from Gemini 2.0 to 2.5 flipped the system from broken to brilliant. ⚡ Our take If you're still hand-tuning Kaggle entries, you've missed the point. But ERA is a chainsaw — it'll slice your fingers off if you don't validate like a grown-up.