Ask on Demand: Targeted Peer Communication for Parallel Agentic Systems.

arXiv:2610.41378v1 Announce Type: new Abstract: Parallel LLM agents tackle complex tasks by exploring multiple trajectories, yet useful discoveries remain isolated in individual execution histories. Existing sharing methods often select or summarize informatio