Robotics dean argues physical AI may not scale like LLMs

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Matthew Johnson-Roberson, former director of CMU's Robotics Institute, argues physical AI faces fundamental scaling differences from language models. He cites the lack of a clear training target and the complexity of real-world physics as key barriers.