At TechCrunch Disrupt 2026, Nvidia’s Les Karpas, Global Head of Physical AI at Nvidia Inception, highlighted why robotics has yet to experience a breakthrough moment comparable to ChatGPT’s impact on AI since its 2022 launch. Despite advancements, robotics remains hindered by a lack of extensive internet-scale datasets for physical AI, unlike the vast language datasets that companies like OpenAI utilized. Karpas pointed out that while self-driving vehicle companies have accumulated useful data from miles driven, the robotics sector still faces the challenge of scaling data through synthetic generation and simulation efforts to bridge the divide between digital models and physical reality.

Karpas drew attention to the differences in data availability and how these limitations slow the adoption of general-purpose robots in everyday life. He and other industry experts from companies such as Shield AI, Colossal Biosciences, FieldAI, and Foxglove will discuss these unique hurdles and potential solutions on the Real World AI Stage at TechCrunch Disrupt, which takes place October 13-15 at Moscone West in San Francisco. With over 10,000 industry professionals expected, the event promises deep insights into the future of robotics and AI integration.

Nvidia’s involvement reflects its strong commitment to advancing robotics across sectors including automotive, manufacturing, and smart cities. Karpas’ own diverse background spans roles in engineering, venture capital, and leadership at companies like iRobot and Stanley Black & Decker, positioning him well to speak on the interdisciplinary nature of robotics development. His session offers a rare opportunity to understand how the industry's biggest bottleneck in physical AI might be overcome and what breakthroughs could finally drive robotics into widespread practical use.

TechCrunch Disrupt 2026 not only presents Karpas’ insights but also serves as a pivotal networking and learning platform for startups, investors, and technology leaders. Early ticket purchases by September 25 offer savings of up to $200, and group discounts are available. Attendees will benefit from access to sessions, an AI-focused lineup, and opportunities to connect with founders and investors, all aimed at fostering innovation in robotics and AI technologies.