Second Thought: training-free parallel reasoning during agent wait times
SingaporeManagementUniversity · hf · 2026-08-17
Singapore Management University published "Second Thought: Reasoning in Parallel as LLM Agents Act and Observe." The training-free framework runs auxiliary reasoning branches in parallel while agents wait on action-observation steps, reducing sequential decoding and turn counts without harming accuracy.
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