The paper critically analyzes the trends and limits of integrated technologies for sensing, computing and data storage when devices and systems, originally developed for consumer electronics, are used for self-driving cars. Some hints, supported by theoretical analysis and experimental measures, are provided to overcome the issues of inertial sensors, micro-mirrors for Lidar scanners, car data/program memories and computing platforms.