24/7 persistent agent workers + swarms make it very easy to use billions of tokens a day across your subscriptions experimenting a lot this week with: 1. running 24/7 agents, each responsible for one well defined slice of work (ex: one benchmark) -> I only directly talk to 1-2 agents, they monitor the workers & explain things to me 2. Swarm Harnesses & Swarms as tools: - bots can launch frontier swarms (Astra, Opus, Argon) to complete work that’s very well defined in a BRIEF folder - every agent gets dedicated infrastructure & can procure more - agents get a space to communicate and set their own agenda. I can set a budget (ex: time) this is just bot tokens -> many more tokens come from headlessly orchestrating other frontier models there’s definitely inefficiencies here, but proactive personal agents + swarms will require so much more inference than we do today inference & agent infra is still somehow underpriced imo!