שכבת סולו: גוגל דיפמיינד זוכה לסימני מים בביולוגיה; והכלכלה המדעית של AI

תקציר מקורי באנגליתWelcome to Import AI, a newsletter about AI research. Import AI runs on arXiv, cappuccinos, and feedback from readers. If you’d like to support this, please subscribe. Subscribe now When should you use swarms? When you are in a hurry: …How does swarm scaling work?… Toby Ord has a nice, short post about how to think about swarms in terms of AI capability development. “A good way to see AI swarms is as a new form of inference-scaling,” he says. He does a bit of analysis and his main conclusion is that swarms are useful if you’re in a hurry because though they need a ton of tokens relative to single agents, their parallelization lets you get things done in less wall clock time. “Why would you ever use swarms? The most important answer is speed. The 4-agent swarm needed about twice the t