Scaling In-Cabin Safety: From Sensors to System-Level Integration
Scale in-cabin safety with AI, multi-modal sensing, and system-level integration. Insights from Magna and Brighter Signals on data, architecture, and safety.
Why Context Matters More Than Detection in Driver Monitoring
Most driver monitoring systems are built on rule-based logic and fixed thresholds.
These approaches are straightforward to implement and validate, but they struggle to capture the variability of real-world driving. The same behaviour can represent very different levels of risk depending on vehicle dynamics, road environment, and task load.
From Monitoring to Understanding: The Next Phase of In-Cabin Safety
Discover how Smart Eye is tackling the shift from driver monitoring to full cabin understanding and adaptive safety systems at InCabin USA 2026.
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.
Real-Time In-Cabin Safety in Software-Defined Vehicles
In-cabin safety is shifting to integrated, AI-driven systems that interpret occupant behaviour in real time to improve safety and experience.
Is Cabin Lighting Now a Safety‑Critical System?
Why cabin lighting is becoming a safety-critical system for driver monitoring, occupant sensing, and AI-powered in-cabin safety technologies.
CES 2025 Report 1: Engineers’ Changing Workload & Unification of Internal + External
During CES I met with companies focused on technology for both the exterior perception stack and interior sensing and experience. I had a different strategy this year so I could report in more detail and with more context. I met with fewer companies for better in-depth conversations to find out more about exactly how they fit into the market, the background of their leadership team, their business strategy, and why they’re building the solutions they are. These reports will cover conversations with both Suppliers and T1s.