A reinforcement-learned Conductor coordinates pools of LLMs to reach state-of-the-art results on LiveCodeBench and GPQA by discovering communication topologies and targeted prompts.
F EXAMPLECONDUCTORCOMPLETIONS We present in this section additional examples of Conductor completions, exemplifying the Conduc- tor’s capability as an agentic workflow coordinator
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Learning to Orchestrate Agents in Natural Language with the Conductor
A reinforcement-learned Conductor coordinates pools of LLMs to reach state-of-the-art results on LiveCodeBench and GPQA by discovering communication topologies and targeted prompts.