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The article centers on the specific challenges of scaling physical AI for robotics, focusing on data limitations and the potential role of simulation in achieving a breakthrough comparable to large language models. This discussion directly addresses the intersection of machine learning foundations and real-world robotic deployment, making it a core topic for this publication's scope.
Robots are waiting for a ChatGPT moment: Nvidia’s Les Karpas explains why at TechCrunch Disrupt 2026

The robotics industry is still waiting for their breakthrough into day-to-day life. Nvidia's Les Karpas has an answer as to why at TechCrunch Disrupt 2026. Register before September 25 to save up to $200 on your pass.
The world hasn’t been the same since ChatGPT made its debut in November 2022, when seemingly out of nowhere, a means of engaging with large language models propelled AI beyond hype and into day-to-day reality. Robotics, like AI, has been discussed, built upon, and in some ways adopted for a long time now, but it’s yet to have that big breakthrough moment.…
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