SAE Tomorrow Today SAE International

Artificial intelligence that teaches itself? That’s the gist of unsupervised learning. And it offers far-reaching implications for the future autonomous driving—and much more.
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As a pioneer in unsupervised learning, Helm.ai employs an AI-first approach to building autonomous driving software using an in-house unsupervised learning technology called Deep Teaching which leverages insights from applied mathematics and compressive sensing.
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Deep Teaching enables Helm.ai to train on vast volumes of data more efficiently without the need for large scale fleets or human annotation, moving the world closer to fully autonomous self-driving systems. The company licenses their software to automakers for high-end ADAS L2+/L3 products and uses the same scalable AI approach for L2/L3 ADAS through L4.
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To learn more about this exciting breakthrough, we sat down with Vlad Voroninski, CEO & Co-Founder of Helm.ai, to discuss unsupervised learning, Deep Teaching, and the future of autonomous driving.
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We’d love to hear from you. Share your comments, questions and ideas for future topics and guests to podcast@sae.org. Don’t forget to take a moment to follow SAE Tomorrow Today—a podcast where we discuss emerging technology and trends in mobility with the leaders, innovators and strategists making it all happen—and give us a review on your preferred podcasting platform.
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Consumers are complex — and so is the EV market. From high expectations to sobering market realities, the EV landscape is hard to gauge without expert insight on consumer behavior.
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That’s why we sat down with Jessica Caldwell, AVP and Head of Insights, Edmunds, to discuss consumer sentiment and the overall trends affecting EV adoption. By leveraging millions of vehicle transactions and web behavioral data, Edmunds helps make sense of the EV landscape for consumers, sellers, and the industry at large.
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Listen in as Jessica breaks down consumer perceptions and behavior, as well as the effect of interest rates, affordability, and inventory. It’s an interesting conversation on what consumers really want — and what it will take to turn the tide on EV adoption.
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We’d love to hear from you. Share your comments, questions and ideas for future topics and guests to podcast@sae.org. Don’t forget to take a moment to follow SAE Tomorrow Today—a podcast where we discuss emerging technology and trends in mobility with the leaders, innovators and strategists making it all happen—and give us a review on your preferred podcasting platform.
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Follow SAE on LinkedIn, Instagram, Facebook, Twitter, and YouTube.
Follow host Grayson Brulte on LinkedIn, Twitter, and Instagram.

From human rights abuses to detrimental environmental impacts, mineral sourcing for EV batteries and electric motors has a dark side.
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Listen in as Roberto Baldwin, Sustainability Editor, SAE Sustainable Mobility Solutions, sits down with Tim Stevens, a freelance journalist who recently wrote an article for Motor Trend about the troubling side of EV mineral sourcing. Listen in as they discuss what Tim’s research uncovered, potential solutions like the battery passport and electric motors without rare earth minerals, and how we can ensure more accountability throughout the EV supply chain.
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For more information on the evolution of sustainability, head on over to sustainablecareers.sae.org. There you can read about how lithium-ion batteries continue to be the best bet for some EV applications and that the technology around these batteries continues to evolve.
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We’d love to hear from you. Share your comments, questions and ideas for future topics and guests to podcast@sae.org. Don’t forget to take a moment to follow SAE Tomorrow Today—a podcast where we discuss emerging technology and trends in mobility with the leaders, innovators and strategists making it all happen—and give us a review on your preferred podcasting platform.
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Follow SAE on LinkedIn, Instagram, Facebook, Twitter, and YouTube.
Follow host Grayson Brulte on LinkedIn, Twitter, and Instagram.

Who’s better to design a sports car than the person who races it? Meet Kevin Boehm of Boehm Motorsports, a championship-winning professional racer and accomplished OEM principal engineer.
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Driven by speed and fueled by innovation, Kevin’s ability to uncover automotive potential and translate it into on-track victories has made him a true standout both on and off the racetrack. As a principal engineer and test driver at Honda Research and Development, Inc., Kevin supports research design and product development for a wide array of Honda production vehicles.
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For insight on his professional journey, we sat down with Kevin to discuss his approach to racing, engineering, and coaching—and how Formula SAE played an instrumental role in his ascent into the world of motorsports.
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To learn more about how Formula SAE challenges students to conceive, design, fabricate, and compete with formula-style racing cars, visit fsaeonline.com.
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We’d love to hear from you. Share your comments, questions and ideas for future topics and guests to podcast@sae.org. Don’t forget to take a moment to follow SAE Tomorrow Today—a podcast where we discuss emerging technology and trends in mobility with the leaders, innovators and strategists making it all happen—and give us a review on your preferred podcasting platform.
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Follow SAE on LinkedIn, Instagram, Facebook, Twitter, and YouTube.
Follow host Grayson Brulte on LinkedIn, Twitter, and Instagram.

Autonomous box trucks that can move goods on short-haul B2B routes? It’s possible – and North America’s largest grocers, retailers, distributors, and e-commerce platforms are unlocking the benefits.
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As the leader in autonomous middle mile delivery, Gatik is improving supply chain efficiency with their fleet of medium duty, class 3-7 autonomous box trucks. By moving goods safely and efficiently between distribution centers, fulfillment centers, stores and warehouses, Gatik is optimizing regional distribution networks for major customers like Walmart, Kroger, Loblaw, Tyson Foods, and Pitney Bowes.
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With operations across multiple markets including Texas, Arkansas and Ontario, Gatik has more than 60 trucks on the road today and operates the largest revenue-generating commercial fleet of autonomous trucks on the continent.
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To learn more, we sat down with Dr. Adam Campbell, Senior Manager, Safety Innovation and Impact, to discuss the company’s safety-first approach to the development and commercialization of autonomous middle-mile delivery and how Gatik will evolve over the next decade.
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We’d love to hear from you. Share your comments, questions and ideas for future topics and guests to podcast@sae.org. Don’t forget to take a moment to follow SAE Tomorrow Today—a podcast where we discuss emerging technology and trends in mobility with the leaders, innovators and strategists making it all happen—and give us a review on your preferred podcasting platform.
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Follow SAE on LinkedIn, Instagram, Facebook, Twitter, and YouTube.
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Imagine an EV that captures energy from the grid and stores it for later use. With GM Energy’s Vehicle to Home (V2H) bidirectional charging solution, the benefits of EV ownership now include a personal grid in your garage — and much more.
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Listen in as Roberto Baldwin, Sustainability Editor, SAE Sustainable Mobility Solutions, sits down with Aseem Kapur, Chief Revenue Officer and Head of Product at GM Energy, to discuss how consumers can turn their compatible GM EV into a source of backup home power that unlocks potential cost savings, optimizes energy usage, and offers greater energy freedom.
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For more information about the evolution of sustainability, head on over to sustainablecareers.sae.org. There you can read about GM Energy's V2H charging solutions.
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We’d love to hear from you. Share your comments, questions and ideas for future topics and guests to podcast@sae.org. Don’t forget to take a moment to follow SAE Tomorrow Today—a podcast where we discuss emerging technology and trends in mobility with the leaders, innovators and strategists making it all happen—and give us a review on your preferred podcasting platform.
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Follow SAE on LinkedIn, Instagram, Facebook, Twitter, and YouTube.
Follow host Grayson Brulte on LinkedIn, Twitter, and Instagram.