Safe Machine Learning Based Perception Net Worth 2026: Salary, Income & Wealth

Thesis defense of Sydney Katz. Slides available at: https://web.stanford.edu/group/sisl/public/defense_katz.pdf.

Speakers: Davide Scaramuzza Professor of Robotics and

Rapid advances in

For autonomous systems a reliable

ML systems are rapidly increasing in size, are acquiring new capabilities, and are increasingly deployed in high-stakes settings.

Perception

AI Engineering https://insights.sei.cmu.edu/

Abstract: Autonomous collision avoidance requires accurate environmental

IEEE ACC 2026 Preprint: https://arxiv.org/abs/2509.14421 We present a

Video accompanying the paper "VISION-SLS:

Aptiv's radar-centric ADAS and automated driving features leverage

Members of the Agility team talk about

Perception