BAGEN: LLM Agents Waste 44% of Tokens on Tasks They'll Fail

You're paying for every token your agent burns. And according to new research from Northwestern, Stanford, Cornell, and All Hands AI, a large share of that spend goes directly to waste — on trajectories the agent was never going to complete successfully. The paper is BAGEN: Are LLM Agents Budget-Awa