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.
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.
The Cabin Is Listening: Audio’s Expanding Role in the Vehicle Interior
Audio is emerging as a key technology in intelligent cabins, enabling safer alerts, natural voice interaction, and personalised passenger experiences.
Rethinking In-Cabin HMI Safety: Touchscreens vs Buttons
Michael Nees explores the return of physical controls, and how engineers can better balance safety, usability, and design in modern HMIs.
5 Minutes with Robert Fuchs: Shared Control in ADAS
In this interview, Robert Fuchs explores the concept of shared control within the ADAS space and how we can strengthen driver-automation teaming.
5 Star Ratings: The Best CES 2026 Demos
Sara guides us through her CES 2026 experience, highlighting the demos that really felt a cut above the rest.
InCabin China 2025: Top 3 Takeaways
China isn’t just iterating on the in‑cabin experience—it’s redefining it. This year’s InCabin China highlighted how quickly OEMs and suppliers are converging safety, AI, and UX into products that feel consumer‑grade, context‑aware and priced to scale. The result is a market that normalises features Western drivers often only see in concept videos.Â