Building the Unified AI Stack for Software-Defined Vehicles
As vehicles become increasingly software-defined, the challenge is no longer adding more AI features- it’s creating an architecture that allows them to work together.
In this interview, Natalie Stormanns, Head of Infotainment and Digital Experience at MHP – A Porsche Company, explores why unified AI stacks, centralized compute, and integrated vehicle and cabin data are becoming essential to delivering safer, more intelligent, and more personalised driving experiences.
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.