Digital Systems in Physical Infrastructure: Observations from an Electrical Perspective

Software increasingly controls real-world systems, from power networks to robotics and healthcare devices. But from an electrical engineering perspective, when AI models, connected devices, and cloud-based platforms interact with critical infrastructure, the consequences extend beyond software.

In electrical systems, latency influences control loops. Vulnerabilities affect operational networks. Optimization models can overlook physical constraints such as stability limits, load dynamics, and protection mechanisms.

Drawing from experience across AI, cybersecurity, and embedded systems, this session reflects on how intelligent software behaves once deployed into real-world electrical environments and what becomes visible when digital logic meets physical systems.