Mobileye CEO and CTO reveal stealth developments in AI for achieving full autonomy

How can a general revolution in AI be tailored to solve a specific problem like self-driving, where precision matters most and edge compute is constrained? Check out #DrivingAI2024, where Mobileye’s CEO and CTO reveal details of our Compound AI System approach. How we achieve a transformer architecture that’s 100x more efficient than current state-of-the-art, deal with the “common and incorrect” vs “rare and correct” data problem, inject abstractions and redundancies to simplify the long-tail, and deliver next-generation EyeQ6 inference compute with 10x throughput. A must see for anyone interested in how AI will transform autonomous driving at scale. https://www.seevid.ir/fa/w/92e5zD_-xDw Intro https://www.seevid.ir/fa/w/92e5zD_-xDw Approaches to solve autonomy https://www.seevid.ir/fa/w/92e5zD_-xDw End-to-end approach https://www.seevid.ir/fa/w/92e5zD_-xDw End-to-end problems https://www.seevid.ir/fa/w/92e5zD_-xDw Mobileye’s approach: CAIS https://www.seevid.ir/fa/w/92e5zD_-xDw Primary-Guardian-Fallback (PGF) https://www.seevid.ir/fa/w/92e5zD_-xDw Pre-transformers https://www.seevid.ir/fa/w/92e5zD_-xDw Three revolutions of GPTs https://www.seevid.ir/fa/w/92e5zD_-xDw Transformer E2E object detection https://www.seevid.ir/fa/w/92e5zD_-xDw Vanilla transformer https://www.seevid.ir/fa/w/92e5zD_-xDw 100x transformer efficiency (STAT) https://www.seevid.ir/fa/w/92e5zD_-xDw Parallel Auto-Regressive (PAR) https://www.seevid.ir/fa/w/92e5zD_-xDw EyeQ™️6H: Inference chip https://www.seevid.ir/fa/w/92e5zD_-xDw Efficient Auto GT https://www.seevid.ir/fa/w/92e5zD_-xDw Design for modularity About Mobileye: Mobileye is leading the mobility revolution with its autonomous-driving and driver-assist technologies, harnessing world-renowned expertise in computer vision, machine learning, mapping, and data analysis. Our technology enables self-driving vehicles and mobility solutions, powers industry-leading advanced driver-assistance systems, and delivers valuable intelligence to optimize mobility infrastructure. Mobileye pioneered such groundbreaking technologies as True Redundancy™ sensing, REM™ crowdsourced mapping, and Responsibility Sensitive Safety (RSS) technologies that are driving the ADAS and AV fields towards the future of mobility. Connect with Mobileye: WEBSITE: https://www.mobileye.com/ LINKEDIN: https://www.linkedin.com/company/mobileye/ TWITTER: https://twitter.com/Mobileye FACEBOOK: https://www.facebook.com/Mobileye/ INSTAGRAM: https://www.instagram.com/mobileye/

• #autos_vehicles
• #mobileye
• #
• #autonomous_car
• #amnon_shashua
• #autonomous_vehicle
• #
• #ai
• #artificial_intelligence
• #shai_shalev_shwartz