Nathan explores the cutting-edge world of autonomous vehicles with industry expert Timothy B. Lee. In this episode of The Cognitive Revolution, we delve into the current state of self-driving technology, comparing industry leaders like Waymo and Tesla. Join us for an in-depth discussion on technical challenges, safety statistics, regulatory landscapes, and the potential future of transportation.

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CHAPTERS:

(00:00:00 ) About the Show

(00:00:22 ) About the Episode

(00:03:01 ) Introduction and Guest Welcome

(00:03:48 ) SAE Levels of Self-Driving

(00:04:56 ) Driver Assistance vs. Fully Driverless

(00:07:02 ) Tesla and Waymo Experiences

(00:09:41 ) Liability and Driver Monitoring

(00:11:19 ) Waymo's Robo-Taxi Experience

(00:14:00 ) Tesla vs. Waymo Strategies

(00:15:15 ) Challenges in Self-Driving Technology

(00:17:38 ) Edge Cases and Safety Concerns (Part 1)

(00:18:09 ) Sponsors: Oracle | Brave

(00:20:13 ) Edge Cases and Safety Concerns (Part 2)

(00:23:53 ) Data Acquisition and Learning Strategies

(00:26:43 ) Technology Stack and Planning

(00:31:03 ) Sponsors: Omneky | Squad

(00:32:50 ) Neural Networks and Perception

(00:39:30 ) Hardware and Sensor Approaches

(00:45:46 ) Camera vs. LiDAR Debate

(00:48:20 ) Data Quality and Business Models

(00:52:24 ) Transparency and Regulation

(01:07:36 ) Other Notable Players

(01:10:56 ) Safety Statistics and Adoption

(01:20:31 ) Regulatory Environment

(01:30:09 ) Potential Policy Changes

(01:33:41 ) Market and Ownership Models

(01:36:37 ) Future of Self-Driving Services

(01:42:17 ) Comparisons to Language Models

(01:44:55 ) Future of AGI and AI Applications

(01:47:59 ) Regional Adoption Predictions

(01:49:47 ) Outro