evolution spent 4 billion

Evolution spent 4 billion 4 billion years. Evolution spent 4 billion 4 hours. Doing that in an afternoon and the proteins it's making don't exist anywhere in not in animals, bacteria, any fossil record. They're completely new. Here's why this is bigger than anything a language model has ever done. Proteins are the molecular machines running your entire body. Every immune response, every cellular repair, every drug that's it worked because it found the right protein and the problem some of the most diseases are caused by protein scientists literally called undruggable. In 2024, David Baker won in chemistry for building RF an AI that generates proteins from scratch image AI generates you give it designs a protein to bind it. Success rates jumped success rates. From under 10% to over 80%. His lab has already designed proteins silence cancer drugs on command, neutralize snake venom and hit targets no medicine could. In December 2025, they released RF diffusion open source free their most powerful version yet. Evolution could only work with what random mutation handed. We don't have that constraint anymore. We can now design solutions to evolution has never encountered. That's a new species.