EP 486: Autonomous Driving: How new NVIDIA tech will make it a reality

Everyday AI Podcast – An AI and ChatGPT Podcast

You ever autonomously land a robot on Mars? 🪐
Marco Pavone has helped do just that. Marco is NVIDIA's Director, Autonomous Vehicle Research.
His next challenge?
Bring true autonomy to vehicles on the road. 🚘
Yeah, yeah, yeah.
We’ve been hearing that autonomous vehicles are coming for like a decade.
But new announcements at NVIDIA GTC are making that a reality.
Like…. This year.
Join us as we dive in: Autonomous Driving: How new NVIDIA tech will make it a reality -- An Everyday AI Chat with Jordan Wilson and Marco Pavone.
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Topics Covered in This Episode:

1. NVIDIA's GTC Conference and Autonomous Vehicle Announcements
2. Marco Pavone's Background and Role at NVIDIA
3. Introduction to Helios Full Stack System
4. Overview of Current State of Autonomous Vehicles
5. NVIDIA's Role in the Auto and Autonomous Vehicle Industry
6. NVIDIA and General Motors Partnership
7. Changes in Autonomous Driving Technologies
8. Generative AI and Simulation in Autonomous Driving
9. Challenges in Scaling Autonomous Vehicle Deployments
10. Handling Location-Specific Driving Behaviors with Data-Driven Paradigms
11. NVIDIA's Use of Foundation Models and Simulation Technologies

Timestamps:
00:00 "Autonomous Vehicles: A Reality?"

04:52 Autonomous Vehicles: Emerging Consumer Reality

08:53 NVIDIA Expands Partnership in Physical AI

13:00 Advancements in AI and Simulation

15:40 Generative Simulation for Autonomous Vehicles

17:15 Autonomous Vehicle Technology Challenges

23:17 Adapting to Autonomous Vehicle Data

24:06 "Data-Driven Bias in Autonomous Vehicles"

27:53 Key Announcements in Vehicle Autonomy

Keywords:
Everyday AI Show, autonomous vehicles, NVIDIA GTC conference, AI advancements, autonomous driving, robotic systems, safety principles, Tesla autopilot, simulation technology, Internet pretrained models, generative AI, simulation to realism gap, hardware and software tools, NVIDIA Pride, sensor systems, driver assistance systems, GM partnership, physical AI, humanoids, space vehicles, self driving technology, operational design domains, data-driven

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