#LLM-as-judge

'AgentFlow introduces a modular Planner–Executor–Verifier–Generator architecture and Flow-GRPO, a token-level on-policy method that trains only the Planner, reporting substantial gains across ten benchmarks and an open-source MIT implementation.'