Don't Solve, Just Compare: Tiny Advisors for Runtime Intervention in LLM Agents

Yanze Jiang, Mingxuan Li, Yuhao Wang +2

LLM agents are emerging as an important paradigm for real-world tasks that require reasoning, tool use, and sequential decision-making. As these agents operate over longer horizons…