Darabi, Nastaran, Devashri Naik, Sina Tayebati, Dinithi Jayasuriya, and Amit Ranjan Trivedi. 2026. “Resilience in Ambient Multi-Agent LLMs via Decentralized Bio-Autonomic Control and Immune-Inspired Anomaly Detection”. Proceedings of the AAAI Conference on Artificial Intelligence 40 (44):37332-40. https://doi.org/10.1609/aaai.v40i44.41065.