Karl Iagnemma is the President of Aptiv Autonomous Mobility. Oscar Beijbom is their Machine Learning Lead. In 2013, Karl co-founded nuTonomy, a Boston-based autonomous vehicle company that was sold to Delphi (Aptiv) in 2017 for $400 million. Now as part of Aptiv, Karl and team are one of the leaders in autonomous vehicle development and deployment, with cars on the roads in several sites in the US. For more lecture videos on deep learning, reinforcement learning (RL), artificial intelligence (AI & AGI), and podcast conversations, visit our website or follow TensorFlow code tutorials on our GitHub repo. INFO: Website: https://deeplearning.mit.edu GitHub: https://github.com/lexfridman/mit-deep-learning Playlist: http://bit.ly/2S1MVdy OUTLINE: 0:00 - Introduction to Karl Iagnemma and Oscar Beijbom 1:00 - Karl - Aptiv Background 10:18 - Dimensions of Safety for AVs 12:47 - Trusting neural networks behind the wheel 15:07 - Validation of black-box systems 17:50 - Trusting the data 19:27 - Trusting the algorithms 22:27 - Safety architecture for neural networks 25:20 - Engineering is inching closer to the natural sciences 25:57 - Oscar - DL for 3D Detection 30:06 - PointPillars 39:51 - nuScenes - a dataset for multimodal 3d object detection 43:17 - Q&A CONNECT: - If you enjoyed this video, please subscribe to this channel. - Twitter: https://twitter.com/lexfridman - LinkedIn: https://www.linkedin.com/in/lexfridman - Facebook: https://www.facebook.com/lexfridman - Instagram: https://www.instagram.com/lexfridman - Medium: https://medium.com/@lexfridman