Tree Search for Language Product Brokers: @dair_ai noted this paper proposes an inference-time tree lookup algorithm for LM brokers to complete exploration and allow multi-step reasoning. It’s tested on interactive Internet environments and placed on GPT-4o to noticeably strengthen performance. LingOly Challenge Introduces: A whole new Lin