Nvidia’s Les Karpas says robotics is still waiting for its ChatGPT moment

SAN FRANCISCO — The physical robotics sector remains short of a consumer or enterprise watershed comparable to OpenAI’s ChatGPT, according to comments delivered on Sept. 16, 2026, by Nvidia executive Les Karpas at the TechCrunch Disrupt 2026 conference.

Speaking at the event, Karpas outlined why the robotics industry is still waiting for its breakthrough into day-to-day life. While software platforms have scaled rapidly across digital interfaces, physical hardware integration into daily commercial workflows continues to face structural hurdles.

Strategic Context

For operators and equipment manufacturers, the commentary highlights the ongoing gap between digital AI capabilities and mechanical execution in the physical world. While robotics companies have advanced significantly in mobility and manipulation, widespread commercial adoption often remains bound to specialized environments rather than open, unstructured settings.

Nvidia supplies the specialized processors and simulation environments utilized to train autonomous systems, positioning the company within the core development cycle of physical AI. Training robotic neural networks requires heavy computational infrastructure, mirroring the foundational models used in generative AI software.

Forward Outlook

As the sector moves through ongoing development and deployment cycles, industry participants continue to monitor when physical robotics will achieve mainstream operational scale. Further details on the discussion from the conference are outlined in the report by TechCrunch, Robots are waiting for a ChatGPT moment: Nvidia’s Les Karpas explains why at TechCrunch Disrupt 2026, published on Sept. 16, 2026.