Chapter 93: AI for Cars: Tesla, 2022–2023

This chapter examines Tesla's development of AI systems for autonomous driving during 2022–2023, focusing on the work of Dhaval Shroff and his team at Tesla's AI division as they advanced the company's self-driving capabilities.

The chapter explores Tesla's efforts to build artificial intelligence systems capable of enabling autonomous vehicle operation. During this period, Tesla was working on refining its neural network approach to self-driving, moving away from traditional mapping and sensor-fusion methods toward pure vision-based AI. Dhaval Shroff led key initiatives on Tesla's AI desk, contributing to the development of algorithms and data pipelines that trained Tesla's Autopilot and Full Self-Driving (FSD) systems. The work involved processing vast amounts of video and sensor data from Tesla's fleet to improve the AI model's ability to recognize road conditions, obstacles, and driving scenarios. This period marked Tesla's continued push toward achieving higher levels of autonomous driving capability, with Shroff's team playing a central role in the technical execution of Musk's vision for fully autonomous vehicles.