AutoSens USA 2025: Rob’s Top Takeaways
AutoSens USA 2025 in Detroit brought together a record number of OEMs, Tier 1s, and tech innovators for a week of rich discussion, collaboration, and connection. In this reflection, Rob shares his top takeaways.
Speaker Spotlight: Javed Khan, Aptiv
At AutoSens USA, Aptiv’s Javed Khan will explore how sensing, and user experience—and why a holistic, edge-driven approach is key to scaling next-gen mobility.
Predictive Maintenance for Autonomous Vehicles: Beyond OBD for Enhanced Safety and Reliability
Ahead of AutoSens USA 2025, we spoke with Sneha Shetiya, Staff Software Engineer at Torc, to gain insights into the limitations of current Onboard Diagnostics (OBD) systems in meeting the evolving needs of autonomous vehicles, and discover why a proactive approach to vehicle maintenance is essential for ensuring the safety and reliability of these complex systems.
Key Topic: What does ‘perfect’ data mean in the machine learning era
What if “better-looking” data doesn’t mean better performance? Ahead of AutoSens USA 2025, Prof. Valentina Donzella challenges the traditional view of image quality, showing why perception-optimised data—designed for machines, not humans—is the new benchmark.