Difficulty-Aware Agentic Orchestration for Query-Specific Multi-Agent Workflows

Jinwei Su, Qizhen Lan, Yinghui Xia +6

Large Language Model (LLM)-based agentic systems have shown strong capabilities across various tasks. However, existing multi-agent frameworks often rely on static or task-level wo…