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AI enthusiasts love to say that the technology is as revolutionary and important as nuclear weapons. Even the Trump administration has adopted the metaphor. The President and the Department of Energy have repeatedly referred to the development of AI in the US as “Manhattan Project 2.0.”

But is the buildout of LLMs and machine learning systems really as i…