Machines that know they are aging: a framework for hardware-aware autonomous intelligence

Cheng Siong Chin, Jianhua Zhang, Mohan Venkateshkumar

Autonomous systems inevitably age, yet their artificial intelligence typically assumes hardware remains in its original condition. Batteries degrade, sensors drift, processors accu…