DRIVEN

Paul Perrone

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TECNOLOGÍA
CADA SEMANA

DRIVEN

DRIVEN is a podcast about AI, robotics, autonomous vehicles, and more.

19 FEB

Nolan Bushnell on AI, Gaming, Autonomy, and Education (0029)

Legendary gaming pioneer and serial entrepreneur Nolan Bushnell returns to the DRIVEN Podcast for an electrifying second conversation with Paul Perrone! Over a year after their first discussion, the duo dives deep into the latest advancements in AI, robotics, and gaming, exploring how artificial intelligence is revolutionizing creative industries. 🚀 Episode Highlights: 🔹 The evolution of AI since 2023 – What’s new, what’s hype, and what’s real 🎮 AI in gaming – Can AI truly design the next hit video game? 📖 AI in education – What is gamified education and AI tutoring? 🤖 Autonomous vehicles & robotics – How AI is transforming mobility 🎨 Live AI demo! Paul and Nolan fire up generative AI tools to brainstorm and create something new on the fly—will it be a new song, a game concept, or a blockbuster movie? 💡 The market and business of AI – What will be the winning economic approach to AI? This in-depth, thought-provoking episode blends big ideas, innovation, and real-time AI creativity into one unforgettable conversation. Don't miss out! #NolanBushnell #AI #Gaming #AutonomousVehicles #Innovation #GenerativeAI #Podcast

1 h y 26 min
17 ENE

AV Timeline Projections (0028)

Episode 28 of DRIVEN: Mathematically Predicting AV Timelines In this groundbreaking episode of DRIVEN, host Paul Perrone takes you on an exclusive deep dive into the cutting-edge research behind his latest paper, "A Comprehensive Mathematical and System-Level Analysis of Autonomous Vehicle Timelines." For the first time, Paul unveils never-before-presented mathematical foundations that challenge conventional wisdom about the timeline predictions for autonomous vehicle (AV) deployment. Key highlights include: * Surprising Results: Discover why some AV categories, like consumer vehicles and robo-taxis, face decades-long horizons, while industrial and defense applications may achieve full autonomy within just a few years. * The Mathematics of Complexity: Learn how NP-hard multi-agent path planning and computational constraints, combined with reliability growth modeling, redefine the AV roadmap. * Revealing Insights into Operational Design Domains (ODDs): Discover how factors like weather, traffic density, and speed dramatically alter the testing and deployment timelines for Level 5 autonomy. * Shattering Myths: This episode reveals why ambitious claims of near-term universal driverless cars are mathematically and systematically implausible—and what breakthroughs could accelerate the journey. Listen in as Paul uncovers the intricate interplay of computational challenges, safety validation requirements, and regulatory hurdles. Whether you're an AV enthusiast, industry insider, or tech visionary, this episode promises to transform your perspective on the future of autonomous vehicles. Download Paper: https://www.perronerobotics.com/papers/av-timelines

49 min
29/10/2024

Madhur Behl Conversation (0027)

In this thrilling episode of DRIVEN, Paul Perrone sits down with Madhur Behl, computer science professor at the University of Virginia and an expert in autonomous racing technology, to explore the cutting-edge world of high-speed self-driving race cars. Discover how artificial intelligence and engineering brilliance combine to control vehicles moving at nearly 200 mph, all without a human driver behind the wheel. Madhur dives deep into the technical aspects of autonomous racing, sharing insights from his Cavalier Racing activities and offering a rare glimpse into the future of motorsports. Whether you're a tech enthusiast or a racing fan, this episode will leave you on the edge of your seat. Key Topics Discussed: - How steering, braking, and throttle systems are implemented in autonomous vehicles - The role of advanced sensors like LiDAR and radar in high-speed racing - Localization and path planning at racing speeds - Obstacle detection and avoidance techniques in autonomous racing - Computing power and real-time processing for high-speed decision-making - Safety systems and fail-safes for vehicles traveling at nearly 200 mph - The future of autonomous racing and the challenges ahead Join us for an exhilarating ride into the fast-paced world of autonomous vehicle racing! https://www.driven.show From: Paul Perrone (DRIVEN Host, Perrone Robotics CEO/Founder) Additional Info: - J. Chrosniak, J. Ning and M. Behl, "Deep Dynamics: Vehicle Dynamics Modeling With a Physics-Constrained Neural Network for Autonomous Racing," in IEEE Robotics and Automation Letters, vol. 9, no. 6, pp. 5292-5297, June 2024. https://ieeexplore.ieee.org/abstract/document/10499707 -T. Weiss and M. Behl, "This is the Way: Differential Bayesian Filtering for Agile Trajectory Synthesis," in IEEE Robotics and Automation Letters, vol. 7, no. 4, pp. 10414-10421, Oct. 2022, https://ieeexplore.ieee.org/abstract/document/9839552 - World record lap at IMS: https://youtu.be/Kgh5gMFhFYE

1 h y 55 min
16/10/2024

Luis Dussan Conversation (0026)

Episode 26: Luis Dussan - DRIVEN In this episode, Paul Perrone sits down with Luis Dussan, founder of AEye and co-founder of a stealth-mode startup, to explore his groundbreaking innovations in perception technology for autonomous vehicles. From his early days at NASA’s Deep Space Network to leading advancements in ISR tech at Lockheed Martin and Northrop Grumman, Luis shares how his journey shaped the future of AV perception and what lies ahead for the industry. Together, they discuss the challenges of scaling LiDAR technology, the impact of AI in automotive applications, and the entrepreneurial lessons Luis has learned along the way. Topics Covered: - Luis’s transition from aerospace and defense to solving AV perception bottlenecks - The founding and vision of AEye, including early stories and breakthrough moments - How AEye's LiDAR technology works and evolved, including the underlying technology - LiDAR tech challenges and advantages - Insights on AI safety, ADAS systems, and the role of quantum optics in future tech - Reflections on company evolution and maintaining innovation leadership - Luis’s advice for engineers and entrepreneurs in the high-tech industry https://www.driven.show From: Paul Perrone (DRIVEN Host, Perrone Robotics CEO/Founder)

1 h y 51 min
18/09/2024

Michael Prichard Conversation (0025)

Exploring the Future of Generative AI with Michael Prichard | DRIVEN Podcast Episode 25 In this captivating episode of the DRIVEN Podcast, host Paul Perrone sits down with Michael Prichard, the Co-Founder and CTO of Multiply AI, to delve deep into the transformative world of generative AI, artificial intelligence, and the exciting intersection with the automotive industry. What's Inside: - Michael's Journey: From coding on a Commodore 64 to leading innovative AI startups like WillowTree and Multiply AI. - Demystifying Generative AI: Understanding transformer architectures and why they're revolutionizing AI as we know it. - Practical Applications: How AI is reshaping industries, enhancing workflows, and shaping software development. - Ethical Considerations: Tackling the big questions about AI's impact on society, employment, and existential risks. - Entrepreneurial Insights: The realities of startup life, overcoming obstacles, and advice for aspiring tech entrepreneurs. - Cars: A sidebar conversation on Michael’s garage project to create an EV. Whether you're new to AI or have a seasoned understanding, this episode offers a wealth of insights and thought-provoking discussions. Michael and Paul keep it real, making complex topics accessible and engaging for everyone. https://www.driven.show From: Paul Perrone (DRIVEN Host, Perrone Robotics CEO/Founder)

1 h y 32 min
05/09/2024

Autonomous Vehicle Safety Watchdogs (0024)

In this episode, Paul explores a critical subsystem for autonomous vehicles that acts as a safety watchdog, constantly monitoring the Autonomous Drive System (ADS) for errors. When safety-critical failures are detected, the watchdog triggers fail-safe reactions to protect both the vehicle and its passengers. Key topics of interest include: * How simple, verifiable, and validateable watchdogs provide safety assurance for autonomous drive systems. * The role of redundancy in enhancing the assurance of ADS safety systems. * Processes for verifying system specifications, sensor information, and control outputs. * Monitoring ADS decision-making and designing effective fail-safe systems. * Extending watchdog functions to perform security checks for comprehensive safety and protection. This episode delves into the robust design principles that ensure autonomous vehicles operate safely and securely. https://www.driven.show Host: Paul Perrone

38 min
09/07/2024

Sensor Fusion (0022)

Episode 22: Sensor Fusion in Autonomous Vehicles In this informational episode of DRIVEN, hosted by Paul Perrone, we delve into the intricate process of sensor fusion in autonomous vehicles. Sensor fusion involves resolving whether objects detected by different sensors, or the same sensor over time, are the same or distinct. This episode provides a comprehensive overview of how autonomous vehicles combine data from multiple sensors to accurately perceive their environment and make informed decisions. Key Topics: - Overview of different sensors used in autonomous vehicles (e.g., LiDAR, radar, cameras) - Attributes and characteristics of detected objects (e.g., width, height, speed, direction) - Temporal fusion: integrating data from the same sensor over time - Spatial fusion: combining data from different sensors around the vehicle - Pools of objects fused from vehicle sensors and external sources (cloud, V2V, V2I communications) - Methods for comparing and merging distinct objects during fusion - Culling of stale objects to maintain relevant data - The role of confidence in determining the relevance and assuredness of detected objects

31 min
26/06/2024

Dr. Bharat Balasubramanian Conversation (0021)

Episode 21: DRIVEN Podcast – A Journey Through Automotive Innovation with Dr. Bharat Balasubramanian In this riveting episode of the DRIVEN podcast, host Paul Perrone sits down with the legendary Prof. Dr.-Ing. Bharat Balasubramanian, affectionately known as Dr. B. With a stellar career spanning 38 years at Daimler-Benz AG, Dr. B's pioneering work in connected vehicles, automated driving, and electric cars has left an indelible mark on the automotive industry. As the first non-German Vice President in MB Cars R&D, he led groundbreaking initiatives and forged influential collaborations, including the historic partnership between Daimler and Tesla, where he developed a collegial friendship with Elon Musk. Now, as a professor and executive director at the University of Alabama, Dr. B continues to drive innovation in mobility. In this episode, we delve into his extraordinary journey from India to Germany, exploring his early influences and the cultural transitions that shaped his career. We uncover fascinating stories from his time at Mercedes-Benz, including his early interactions with Elon Musk and his instrumental role in championing electric vehicles and alternative fuel solutions. Dr. B shares his insights on the evolution of Advanced Driver Assistance Systems (ADAS) and vehicle automation for commercial vehicles, shedding light on the challenges and breakthroughs in these fields. We also discuss his visionary thoughts on the future of AI and autonomous vehicles, highlighting the ethical considerations and safety implications of these technologies. This episode is packed with insights and stories that will captivate not only technical professionals and business leaders but also students and enthusiasts eager to learn about the advancements shaping the future of transportation. Tune in for an engaging and inspiring conversation that bridges the past, present, and future of automotive engineering. Whether you're passionate about autonomous vehicles, AI, robotics, or simply love a great success story, this episode of DRIVEN is a must-listen! Host: Paul Perrone www.driven.show

1 h y 50 min

TRÁILER

Intro to DRIVEN (0000)

Episode 0000 of DRIVEN. Serving as an intro to the DRIVEN podcast series. Visit us at https://www.driven.show/.

T1

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3 min

DRIVEN is a podcast about AI, robotics, autonomous vehicles, and more.

Creador

Paul Perrone
Años de actividad

2023 - 2025
Episodios

29
Copyright

© Paul Perrone
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DRIVEN

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Diseño

Cada semana