Why Machines Need to Know Their Own Health Before They Can Work Autonomously Autonomous SystemsEdge AIFault DetectionFleet IntelligenceOnboard ComputingPhysical AIPredictive HealthRecovery & ContinuityResearch & UpdatesResilient AutonomyRobotics & VehiclesSituational Awareness October 12, 2026 Why Machines Need to Know Their Own Health Before They Can Work AutonomouslyIn this articleToday's AI Software Brains Mostly Look OutwardA Powered-On Sensor Can Still Be an… Loay Elbasyouni