How to Train a Swarm

The article presents RLCR, a recipe for training agent swarms (collectives of AI agents) with reinforcement learning, released by Gradient ("Avalon-M1"). Its central idea is that collective inference-time scaling must be incentivised indirectly, using latency pressure via time limits that make faster, well-coordinated work pay.