Evaluating Test-Time Scaling of General LLM Agents

Xiaochuan Li, Ryan Ming, Pranav Setlur +6

LLM agents are increasingly expected to operate as general-purpose systems that resolve real-world user requests, yet their dynamic scaling behavior in realistic environments remai…