Scaling the Horizon, Not the Parameters: Reaching Trillion-Parameter Performance with a 35B Agent
By Lei Bai · Paper · cs.CL
We introduce Agents-A1, a 35B Mixture-of-Experts Agentic Model that reaches trillion-parameter-level performance by scaling the agent horizon. We investigate agent-horizon scaling from two perspectives: scaling long-horizon trajectories and scaling heterogeneous agent abilities.