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.
Let’s Talk Physical Buttons: Why I Love These Kia K4 Climate Control Switches
As vehicle interiors become increasingly touchscreen-focused, the role of well-designed physical controls is becoming a growing topic of discussion across the automotive industry. In this article, Michael A. Nees, Professor and Director of the Human factors, perception, and cognition at Lafayette College explores why the climate control switches in his Kia K4 stand out as an example of intuitive, driver-focused design, and what they reveal about the importance of ergonomics and tactile interaction in modern vehicle cabins.
In-Cabin Systems: Clear Alerts and Building Driver Trust
Dave Mitropoulos-Rundus explores alert clarity, psychology in interface design, and why real-world testing is vital for trusted in-cabin systems.
Engineering Trust Into the Autonomous Cabin: A Conversation on AI, Security, and What the Industry Must Do Next
As the cabin becomes human‑aware and autonomy advances, the industry must move beyond intelligent systems to trusted systems where every decision is grounded in verifiable data, secure execution, and hardware‑rooted integrity.
5 Minutes with Carmen Pătrașcu; Tobii’s Single-Camera DMS+OMS Breakthrough
Carmen Pătrașcu talks us through the innovations and breakthroughs Tobii have made with their single-camera DMS+OMS.
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.
InCabin Partner with ITS America Conference & Expo
AutoSens & InCabin Partner with ITS America Conference & Expo to Strengthen Industry Collaboration at Detroit 2026 Events.
AI in In-Cabin Systems: Real-Time Safety at the Edge
As in-cabin systems evolve from passive monitoring tools to active safety and decision-making layers, AI is fundamentally reshaping how vehicles interpret occupant state, behaviour, and intent. No longer limited to detecting isolated signals, modern systems are beginning to contextualise what is happening inside the vehicle in real time- enabling faster, more intelligent responses to critical scenarios. Drawing on over a decade of experience across safety-critical automotive systems, Vamsi Krishna Konka explores how AI is driving this shift, alongside the technical and ethical challenges that come with deploying real-time, privacy-conscious intelligence at the edge.
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.