04:00
2026-08-24
arxiv.org
artificial-intelligence
Consilience: Conformally Calibrated Communication Control for Hidden-Profile Multi-Agent Reasoning
Researchers propose Consilience, an inference-time orchestration framework that steers and certifies multi-agent LLM communication under distributed private information, providing a distribution-free,…