Mobileye CES 2025

Mobileye's CES 2025 presentation outlines their strategy for revolutionizing transportation through autonomous driving. They discuss three approaches to achieving Level 5 autonomy: prioritizing precision then recall (like Waymo), prioritizing recall then precision (like Tesla), and Mobileye's own approach of achieving high precision first (with their "chauffeur" system) before increasing recall. A key element of Mobileye's strategy is their focus on redundancy and safety, detailed in a recently published safety report. The presentation also covers their technological advancements, including their new iq6 chip and Imaging radar, and their commitment to cost-effective mass production. Mobileye's Five Pillars to Revolutionize Transportation Safety: The system must go beyond MTBF and focus on eliminating "unreasonable risks." They define four types of potential errors: planning errors ("lapses of judgment"), interpreation errors, identifiable errors (hardware or software failures), and "black swan" errors (unpredictable and extremely rare failures). They use a "primary-guardian-fallback" methodology for decision making that requires multiple subsystems to fail before a significant failure occurs. This boosts precision through design, not data. This is an RSS based architecture. Technology Stack: The complete stack must include software, silicon, and sensors, not just software. Scalability: Achieving out-of-the-box performance across different geographies is vital. Productization / Execution: Moving from demos to mass-produced, robust products is a significant challenge. Cost: Developing a system that is both autonomous and affordable for consumers is a must. Redundancy is Key: Mobileye emphasizes creating "redundancies" within its system to mitigate failures and increase precision. Redundancy is used to address both identifiable errors and black swan errors. This includes redundant hardware (multiple EyeQ chips), software, and sensors (cameras, radars, lidars). Their approach emphasizes sensor modality redundancies to ensure that failure involves at least two subsystems before any negative consequences. Mobileye's Technological Approach: EyeQ™6H Chip: A new generation chip with a 10x increase in frames per second compared to its predecessor (EyeQ™5H), leading to better algorithm performance, higher compute density, and a projected MTBF improvement. Expected MTBF of 500-1000 hours from the camera system alone. Imaging Radar: A key component in their eyes-off solution, with significantly higher performance than competitors in terms of dynamic range and object separation. It's a "software defined" radar that allows for much improved resolution, giving it high accuracy and enabling virtual channels. REM (Road Experience Management): Their crowdsourced mapping technology that is crucial for out-of-the-box performance anywhere in the world. They have collected 56.6 billion miles of data through REM by 2024, with 29.6 billion miles collected in 2024 alone. RoadX: A transformer network that uses drone view images, REM, and SD maps to output drivable paths, boundaries, and semantics. Vidar (Visual Lidar): A method of creating a 3D depth perception from camera data using triangulation. Compound AI System: Using different AI models and techniques (end-to-end, decomposable, injecting abstractions) and fusing them together in a unified and redundant system