Safety, Ethics & AI: Pavan Vemuri on the Future of Intelligent Vehicles
As the intelligent cabin evolves from a passive environment into an AI-driven, emotionally aware space, automakers face growing challenges around safety, privacy, transparency, and driver trust. In this article, we speak with Pavan Vemuri of SDVerse about the governance frameworks, ethical considerations, and safety standards needed to ensure next-generation in-cabin AI enhances the user experience without compromising autonomy or security.
The Cognitive Gap in Driver Monitoring – Why “Eyes on Road” Isn’t Enough
As camera-based DMS reaches maturity, attention is shifting to what it still can’t see. In this interview, we explore with Vered Levy-Ron, CEO of CorrActions, the limitations of gaze-based systems, the challenge of validating cognitive-state detection, and why integrating driver readiness into L2+ and L3 systems requires a fundamental rethink of how engineers define safety.
NASCAR Driver Safety: Advancements and Future Opportunities
NASCAR is the most followed stock car racing series in the world, and a sport that has witnessed a safety evolution throughout its history. What started as unstructured racing on the beaches of Daytona has now become a highly technologically advanced sport, with top drivers, engineers, technicians, and on-field crew working together to make the cars faster on the track.
As a result, driver safety is treated as a top priority and is addressed through vehicle design, track layout, advanced data acquisition, computer simulations, and rigorous testing. The development of NASCAR driver safety features reflects a sustained effort towards a more proactive, engineering-led approach focused on continuous evaluation and improvement.
Keeping Ears on the Road: Robust Exterior Audio Sensing Without Acoustic Ports
As vehicles become more human-centred environments, the way we interact with them is evolving beyond screens and touchpoints.
At InCabin USA 2026, Syntiant will showcase a live demo exploring how audio can extend interaction beyond the cabin, enabling vehicles to respond to the world around them as well as the occupants inside.
In this preview, they outline why exterior audio sensing has remained a technical challenge, and how a new approach – combining novel sensing hardware with on-device AI – enables reliable detection of meaningful acoustic events, from emergency sirens to spoken commands, in real-world automotive conditions.
Next-Gen ADAS: How AI Is Transforming Automotive Imaging
As a leading specialist in automotive interior technologies, Sara Sargent attended InCabin Europe and witnessed the latest advancements in interior sensing, AI applications, and more. Here are Sara’s top three takeaways from this year’s event, showcasing the future of in-cabin technology.