The Rise of Intelligent Driver Companions: From Interfaces to Empathic Machines
Written by Stav Shvartz, this article explores the quiet but transformative revolution happening inside vehicle cabins. As the industry’s focus shifts from external autonomy to in-cabin intelligence, the Intelligent Driver Companion emerges as the next frontier. By combining multimodal sensing, emotional AI, and generative conversational systems, these companions aim to create empathic, personalized experiences that not only support safety but also open new business models for automakers. Read the full article below…
AI-Assisted Sensor Fusion: Using Generative Models to Fill in Missing Data
Explore how generative AI models like GANs and diffusion models are transforming autonomous vehicle perception by reconstructing missing sensor data, enhancing reliability, and expanding operational capabilities—while addressing safety, computational, and ethical challenges.
An Interview with Naresh Ravuri: New Advisory Board Member
InCabin is excited to welcome Naresh Ravuri, Senior Engineering Manager at Magna Electronics, to its esteemed Advisory Board.
InCabin USA 2025: Must-Attend Sessions
InCabin USA 2025 offers an opportunity to stay ahead of the curve. Here’s a look at the must-attend sessions for the future of automotive sensing.
Learning from China: A Conversation with Juergen Hoellisch
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.
