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sensor fusion

MIT Self-Driving Cars (2018)

Lex Fridman

The MIT Self-Driving Cars lecture from 2018 explores the transformative potential of autonomous vehicles, contrasting a utopian vision where AI eliminates human errors like drunk or distracted driving with dystopian fears regarding job displacement and ethical dilemmas in life-or-death decisions. Th …

Sacha Arnoud, Director of Engineering, Waymo - MIT Self-Driving Cars

Lex Fridman

Sacha Arnoud, Director of Engineering and Head of Perception at Waymo, presented a comprehensive overview of the company's decade-long journey in developing autonomous driving technology, emphasizing that safety is the primary motivation behind their mission to make mobility safe, easy, efficient, a …

Sterling Anderson, Co-Founder, Aurora - MIT Self-Driving Cars

Lex Fridman

Sterling Anderson, co-founder of Aurora and former head of Tesla's Autopilot team, shared his decade-long journey from MIT research to leading autonomous vehicle development at both Tesla and his new company. His work began with DARPA-funded projects focusing on "intelligent copilots" that blended h …

Self-Driving Cars: State of the Art (2019)

Lex Fridman

The podcast explores the state of autonomous vehicles in 2019, emphasizing a mission to improve mobility access for all ages and locations while increasing traffic efficiency and, most critically, saving lives by preventing fatalities. The speaker highlights two major milestones from 2018: Waymo rea …

Drago Anguelov (Waymo) - MIT Self-Driving Cars

Lex Fridman

Drago Anguelov, a principal scientist at Waymo and former researcher at Google, presented his work on taming the long tail of autonomous driving challenges during a talk titled "MIT Self-Driving Cars." With over 10 million miles driven autonomously to date, Waymo has evolved from an experimental pro …

Elon Musk: Tesla Autopilot | Lex Fridman Podcast #18

Lex Fridman

In this episode of Lex Fridman Podcast #18, Elon Musk outlines his vision for Tesla Autopilot, which he characterizes as a fundamental revolution in transportation comparable to electrification. Conceived around 2014 with hardware installed in vehicles like the Model S and Model X, the system was de …

Chris Urmson: Is Lidar a Crutch? | AI Podcast Clips

Lex Fridman

Chris Urmson addresses the critical role of LiDAR in current autonomous vehicle sensor suites, asserting that while cameras and radars are essential components, a robust system requires the fusion of data from all three technologies. He acknowledges Elon Musk's provocative claim that LiDAR is merely …

Elon Musk: Perception vs Control - What's Harder?

Lex Fridman

In this discussion regarding autonomous systems, Elon Musk addresses a fundamental question in machine learning: whether perception or action presents the greater challenge for solving complex problems like self-driving cars. He argues that once an agent can perfectly perceive its environment and fo …