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Thread: Lex Fridman

  1. #1

  2. #2


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

    Published on Feb 1, 2019

    Introductory lecture of the MIT Self-Driving Cars series (6.S094) with an overview of the autonomous vehicle industry in 2018 and looking forward to 2019, including Waymo, Tesla, Cruise, Ford, GM, and out-of-the-box ideas of boring tunnels, flying cars, connected vehicles, and more. This covers the state of the art in terms of industry developments and not the perception and planning algorithm development. The latter will be covered in detail in future lectures. 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: deeplearning.mit.edu
    GitHub: github.com/lexfridman/mit-deep-learning
    Slides: dropbox.com/s/7in6e07mqiynvqi/self_driving_cars_state_of_the_art.pdf
    Playlist: MIT Self-Driving Cars

    OUTLINE:
    0:00 - Introduction
    1:53 - 2018 in review
    4:49 - Fatalities
    8:29 - Taxi services
    10:54 - Predictions
    16:55 - Human-centered autonomy
    19:42 - Levels of autonomy and proliferation strategies
    24:48 - Out-of-the-box ideas
    27:28 - Who will be first?
    29:26 - Historical context
    31:05 - Underlying beliefs of the industry and public
    32:32 - Driving is hard
    35:32 - Humans are amazing
    37:10 - Humans and automation don't mix well?
    41:55 - Two approaches: Lidar vs Vision
    49:54 - In the meantime… data
    52:49 - The road ahead

  3. #3


    Dr. Lex Fridman: Machines, Creativity & Love | Huberman Lab Podcast #29

    Jul 19, 2021

    Dr. Lex Fridman PhD, is a scientist at MIT (Massachusetts Institute of Technology), working on robotics, artificial intelligence, autonomous vehicles and human-robot interactions. He is also the host of the Lex Fridman Podcast where he holds conversations with academics, entrepreneurs, athletes and creatives. Here we discuss humans, robots, and the capacity they hold for friendship and love. Dr. Fridman also shares with us his unique dream for a world where robots guide humans to be the best versions of themselves, and his efforts to make that dream a reality.

    Timestamps:
    00:00:00 Introduction: Lex Fridman
    00:07:35 What is Artificial Intelligence?
    00:26:46 Machine & Human Learning
    00:32:21 Curiosity
    00:36:55 Story Telling Robots
    00:40:48 What Defines a Robot?
    00:44:30 Magic & Surprise
    00:47:37 How Robots Change Us
    00:49:35 Relationships Defined
    01:02:29 Lex’s Dream for Humanity
    01:11:33 Improving Social Media
    01:16:57 Challenges of Creativity
    01:21:49 Suits & Dresses
    01:22:22 Loneliness
    01:30:09 Empathy
    01:35:12 Power Dynamics In Relationships
    01:39:11 Robot Rights
    01:40:20 Dogs: Homer & Costello
    01:52:41 Friendship
    01:59:47 Russians & Suffering
    02:05:38 Public vs. Private Life
    02:14:04 How To Treat a Robot
    02:17:12 The Value of Friendship
    02:20:33 Martial Arts
    02:31:34 Body-Mind Interactions
    02:33:22 Romantic Love
    02:42:51 The Lex Fridman Podcast
    02:55:54 The Hedgehog
    03:01:17 Concluding Statements

  4. #4

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