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Episode 232 | Generative AI Will Revolutionize Autonomous Vehicles
Manage episode 442935767 series 2982710
Vladislav Voroninski, Co-Founder & CEO of Helm.AI joined Grayson Brulte on The Road to Autonomy podcast to discuss how generative AI will revolutionize autonomous vehicles.
Generative AI has the potential to revolutionize the development of autonomous vehicles, while shortning the development time required to build autonomous driving systems. Helm.AI's unsupervised learning approach to autonomous driving is enabling more compute-efficient AI models for autonomous driving.
Episode Chapters
0:00 Current State of GenAI
5:52 AI Simulation Models
8:02 Autonomous Driving Bottlenecks
11:36 Validate Decision Making
13:56 Tesla’s Approach to Full Self-Driving
18:22 Helm AI’s Simulation Platform
23:06 Unsupervised Learning
25:05 Helm AI Decision Making Models
29:27 Helping OEMs Develop Autonomous Driving Systems
35:04 Autonomous Vehicle Market Outlook
39:23 Key Takeaways
Recorded on Thursday, September 26, 2024
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About The Road to Autonomy
The Road to Autonomy® is a leading source of data, insight and commentary on autonomous vehicles/trucks and the emerging autonomy economy™.
Sign up for This Week in The Autonomy Economy newsletter: https://www.roadtoautonomy.com/autonomy-economy/
See Privacy Policy at https://art19.com/privacy and California Privacy Notice at https://art19.com/privacy#do-not-sell-my-info.
264 epizódok
Manage episode 442935767 series 2982710
Vladislav Voroninski, Co-Founder & CEO of Helm.AI joined Grayson Brulte on The Road to Autonomy podcast to discuss how generative AI will revolutionize autonomous vehicles.
Generative AI has the potential to revolutionize the development of autonomous vehicles, while shortning the development time required to build autonomous driving systems. Helm.AI's unsupervised learning approach to autonomous driving is enabling more compute-efficient AI models for autonomous driving.
Episode Chapters
0:00 Current State of GenAI
5:52 AI Simulation Models
8:02 Autonomous Driving Bottlenecks
11:36 Validate Decision Making
13:56 Tesla’s Approach to Full Self-Driving
18:22 Helm AI’s Simulation Platform
23:06 Unsupervised Learning
25:05 Helm AI Decision Making Models
29:27 Helping OEMs Develop Autonomous Driving Systems
35:04 Autonomous Vehicle Market Outlook
39:23 Key Takeaways
Recorded on Thursday, September 26, 2024
--------
About The Road to Autonomy
The Road to Autonomy® is a leading source of data, insight and commentary on autonomous vehicles/trucks and the emerging autonomy economy™.
Sign up for This Week in The Autonomy Economy newsletter: https://www.roadtoautonomy.com/autonomy-economy/
See Privacy Policy at https://art19.com/privacy and California Privacy Notice at https://art19.com/privacy#do-not-sell-my-info.
264 epizódok
Minden epizód
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1 Episode 262 | Autonomy Markets: CES 2025, Rethinking LiDAR, The Dilemma Facing Uber and Legacy OEMs 43:24
1 Episode 261 | Inside AllianceTexas Smart Port: How Texas is Building the Future of Autonomous Freight & Supply Chains 54:04
1 Episode 260 | Autonomy Markets: 2025 Autonomy Outlook, Legacy Automakers’ Innovation Paralysis, Will FSD Return Tesla to Growth? 43:32
1 Episode 258 | Autonomy Markets: Tesla FSD 13, Autonomous Trucking’s Regulatory Roadblocks, Waymo’s Path to SFO 49:17
1 Episode 256 | Autonomy Markets: Apple to Revive Robotaxi Ambitions? Waymo Expands to Japan, Uber’s Fleet Strategy 39:03
1 Episode 254 | Autonomy Markets: GM Shuts Down Cruise, Uber’s Autonomy Dilemma and Torc’s Future 35:34
1 Episode 252 | Autonomy Markets: Waymo Heads to Miami, Tesla Releases FSD 13 and The Future of Rideshare 46:38
1 Episode 251 | Saving Farming’s Future: How Autonomy, AI and Robots Are Solving the Global Food Crisis 47:15
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