Danny Shapiro, VP of Automotive at NVIDIA, discusses how NVIDIA's AI architecture can build localized foundation models tailored to specific regional driving laws and signage.
“The technology is there so that we can train it on what are the laws of a particular region? I mean, the signs, the light signals, the lane markings in different regions of the country or around the world. Differ quite a bit, and so basically creating these large language models for each region that understands what you're allowed, what the car is allowed to do and not to”
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More from Danny Shapiro
Opinion
Shapiro: Highway autonomous driving is a solved problem
“So the basics are easy when you can drive down the freeway. Cars are all going in the same direction. There's no pedestrians. There's good lane markings. That's really a solved problem.”
Danny ShapiroJul 31, 2024▶ 3:33NVIDIA's Auto Play and the Future of Autonomous Driving — With Danny Shapiro
AssertionSupported
Shapiro: Every Mercedes will be built on NVIDIA DRIVE platform
“So every Mercedes will be built on NVIDIA drive with the software that we've developed and rolled out by NVIDIA. So it starts with that C-class vehicle, and then we'll go through their entire line over time.”
Danny ShapiroJul 31, 2024▶ 10:34NVIDIA's Auto Play and the Future of Autonomous Driving — With Danny Shapiro
Insight
Shapiro: Autonomous vehicle safety requires combining cameras, radar, and lidar
“This diversity and redundancy is really how you get higher levels of safety. So cameras are great, but they don't work in all conditions, and so when you combine radar, when you combine lidar, you have the strengths of many different types of sensors, and they…”
Danny ShapiroJul 31, 2024▶ 14:46NVIDIA's Auto Play and the Future of Autonomous Driving — With Danny Shapiro
PredictionNot checkable as stated
Shapiro: Tesla's camera-only system can probably reach full autonomy eventually
“Whereas I do have a Tesla and it's quite remarkable being camera based, but every once in a while, I still need to jump in and grab the wheel. So it's not there yet. Can it get there? I think it probably can eventually, but it's not there today.”
Danny ShapiroJul 31, 2024▶ 15:21NVIDIA's Auto Play and the Future of Autonomous Driving — With Danny Shapiro
AssertionSupported
Shapiro: NVIDIA is the only company offering a three-computer AV stack
“So NVIDIA is the only company that has these three computers, and it's really this whole life cycle of developing, testing, and deploying the software, and really it's a continuous flywheel.”
Danny ShapiroJul 31, 2024▶ 12:20NVIDIA's Auto Play and the Future of Autonomous Driving — With Danny Shapiro
AssertionNot checkable as stated
Shapiro: NVIDIA operates with dynamic virtual teams rather than rigid org charts
“Kind of come second, and in fact, the notion of the group is kind of dynamic, and we really don't have much of an org chart in the company. Jensen says the mission is the boss, and so we have these virtual teams. There's a lot of cross-functional work that goe…”
Danny ShapiroJul 31, 2024▶ 28:33NVIDIA's Auto Play and the Future of Autonomous Driving — With Danny Shapiro
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