72 – HD Maps with a Special Guest

We do a deep dive into HD maps and speak with former Tesla Autopilot software engineer Andrew Kouri. Andrew is now co-founder and CEO of lvl5 a startup building HD maps using computer vision and crowdsourcing by paying people to record their drives with their smartphones. We discuss the different approaches to HD maps, why companies like Tesla and others working towards self driving will utilize HD maps, and how you can build HD maps from crowdsourced driving video using deep neural networks.

Download Payver to help build HD maps for the future of self driving cars and get paid to do it: https://itunes.apple.com/us/app/payver-dashcam-with-rewards/id1187617316?mt=8

71 – Simulate All the Things

We discuss how simulation has continued to increase in importance in the development and validation of self driving vehicles and how Tesla and others are using simulation. We unpack the evolution of simulation from playback of driving events, to simulating a new drive, to actually training neural networks inside the simulation. Simulation is a key enabler for massive scaling and improvement of the software.

Article and video we discussed: 
Inside Waymo’s Carcraft Simulator - https://www.theatlantic.com/amp/article/537648/
Zoox’s usage of Simulation - https://youtu.be/otmxoK4lCNw?t=23m5s

If you are planning to buy a Model S or X please considering using this referral code to help support the show and save $1,000 and get free Supercharging for life: http://ts.la/anuarbek5816
 

69 – Dissonance in Your Product Line

We cover the big updates since the first Model 3 deliveries. Starting with the official accessories on the Tesla shop. We also cover Ultra White seats sightings, new details about the Aero wheels, battery capacity and the decision to move to long range naming, permanent magnet motor switchover. We also explain more about the Keycard and Tesla Phone Key feature. And we end with the new interior camera and Autopilot HW 2.5.

63 – SN1 on Friday

We unpack Elon’s recent tweets about Model 3 progress. The news that the Model 3 has passed all regulatory requirements, the first car is scheduled to be produced later this week, and the delivery event is happening Friday July 28th at Tesla Fremont. We try to make sense of it all, how the ramp compares to the S and X and what is still to come. 

59 – < 100 Configurations

We discuss the latest specs Tesla has released about the Model 3, their strategy to push sales of Model S and try to correct confusion in the market about Model 3 being better than Model S. We also discuss what the limited set of configs for Model 3 at launch means. We reveal some new tips we have about the Model 3 HVAC system and Tesla’s work on a HUD.

58 – Short Video Clips

Tesla has started collecting short video clips to help improve their self-driving software through crowdsourced learning from their fleet. They are using the clips to improve lane detection, sign recognition, traffic light locations and more. Plus the implications for these clips on training their neural nets, HD maps, and redundancy for sensing.

57 – The Boring Company

Elon is boring. We discuss one of Elon’s latest ventures – The Boring Company. We cover a brief history of tunnels, how Tunnel Boring Machines work, and some of the major tunneling projects in the US and Europe in recent decades. We unpack what The Boring Company is trying to do and what we know about the feasibility of their vision.