24 au 26 février, 2027
Montréal, Canada
AI Under the Skin: Fail-Safe Recovery for In Vivo Systems
AI-enabled in vivo systems can sense physiology, infer state, and trigger physical action. I examine poisoned inputs, compromised updates, sensor/model drift, and unsafe autonomous decisions. I show how independent monitors detect loss of trust, how bounded actuation and external override contain it, and how known-good recovery and re-attestation restore control. Attendees leave with a reusable fail-safe pattern for safety-critical edge AI.
Gregory Carpenter
Dr. Gregory Carpenter is a cybersecurity, information warfare, and biomedical research expert with nearly four decades of U.S. military, intelligence, and federal experience. His work spans NSA, Army Cyber Command, and NCIJTF missions involving cyber operations, SIGINT, counterintelligence, mission assurance, medical technology security, and public health. He now leads private-sector cybersecurity and biomedical initiatives integrating cyber, health, and national security.
