Prof. Shai Shalev-Shwartz, CTO of Mobileye, delivered the keynote speech at Automated Driving 2024 in Frankfurt.

Keynote title: Navigating the Path to Mass Market Autonomous Mobility
Description: Propagating autonomous vehicle technology to a mass market demands an intricate strategy addressing both technological and regulatory obstacles. Critical technological impediments encompass matters of safety, scalability, and affordability. Regarding regulation, the significant hurdles involve defining an acceptable safety threshold and establishing a validation process for this definition. In this presentation, I will delineate our approach, placing emphasis on several fundamental principles: such as "modular design", "elimination of failures-by-design", "geographic scalability by crowd sourcing", "safety models", "redundant paths", and "crowd sourced validation".

0:00 Introduction
0:10 Mobileye SuperVision
3:20 Going from eyes-on to eyes-off
5:14 Challenges to reaching mass market autonomy
9:11 Solutions to build a scalable eyes-off system
13:36 Evaluating new technologies used to build AV systems
19:03 How to properly use AI for self-driving
20:12 Overview of redundancy
25:50 Problems associated with end-to-end perception
28:46 Bird’s-eye view (BEV) systems advantages and disadvantages
34:52 Summary

36:49 How does Mobileye tackle driving in challenging conditions?
40:54 Attaining high levels of SPI & independence of redundant systems
45:37 Increased development costs due to global variations in safety KPIs

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.

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