CAIRN: Dynamic Fact-Intent DAGs for Multi-Agent Exploration.

arXiv:2609.32700v1 Announce Type: new Abstract: LLM-powered autonomous systems have demonstrated promising capabilities in mathematical reasoning, engineering, and cybersecurity. Yet how to organize these systems for effective, reliable, and sustained performa