Automotive expert Robert Bielby explores the trend of bringing high-end audio into cars, from luxury sound systems to tech like Separated Sound Zone, reshaping the in-car audio experience.

Robert Bielby explains Software-Defined Vehicles and their promise to revolutionize the auto industry, enabling personalized features, Over-the-Air (OTA) updates, and new revenue streams for automakers.

Robert Bielby explains the automotive industry's shift from distributed to centralized E/E architecture. As vehicles become more like data centers on wheels, this evolution will reduce wiring complexity and improve efficiency and reliability.

Automotive expert Robert Bielby discusses how increased vehicle autonomy raises the focus on automotive functional safety, driven by ISO standards. He covers ASIL levels, system complexity, and more.

Automotive expert Robert Bielby compares Convolutional Neural Networks and Vision Transformers in self-driving cars, discussing tradeoffs between the need for training data and accuracy, as well as the emergence of hybrid models.

Autonomous vehicles reduce accidents by using sensor fusion (cameras, radar, LIDAR) for better perception. Advances in AI, including CNNs and vision transformers, will enhance safety and performance.