How Hand-Tracking Is Shaping the Future of In-Cabin Monitoring
From detecting distraction to predicting driver intent, hand-tracking is becoming an increasingly valuable part of the intelligent cockpit.
As in-cabin monitoring evolves beyond traditional gaze and facial analysis, advances in computer vision are unlocking new ways to understand driver behaviour and create safer, more intuitive human-machine interfaces. In this interview, Agnes Jernström, Senior Software Engineer at Neonode, explains how hand-tracking is helping to advance occupant monitoring and the next generation of in-cabin AI.
Inside China’s Automotive Innovation Machine with Brian Bao
Brian Bao reveals how China’s automotive ecosystem is accelerating ADAS, AI, cockpit technology and in-cabin innovations.
The Main Sensing Technologies for ADAS/AV and In-Cabin Applications at Auto China 2026
Brian gives a rundown of all the innovative ADAS/AV and In-Cabin technology highlights showcased at Auto China 2026.
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.
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.
Engineering for Adaptability: Lessons from China’s Fastest-Moving Automotive Market with Autoliv
In this interview, Autoliv shares insights on how its engineering teams are meeting the challenges of integration, functional safety, and user-centric design — and why collaboration platforms like InCabin are vital for advancing innovation and ensuring the future of safe, adaptive mobility.
InCabin USA 2025: Sara’s Top Takeaways
At InCabin USA 2025, CorrActions CEO Ilan Reingold will showcase a breakthrough in cognitive driver monitoring: detecting “mind-off” states—even when the driver’s hands are on the wheel and eyes on the road. Using software-only micro-motion sensing, CorrActions’ approach moves beyond cameras to detect subtle motor signals that reveal real-time cognitive impairment. In this exclusive video Q&A, Reingold shares how the system works, its validation journey, and what to expect from CorrActions at the show.