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Geoffrey Hinton

The machine-learning guru discusses how politics is undermining U.S. science Geoffrey Hinton is a Britishโ€‘Canadian computer scientist and cognitive psychologist known for pioneering artificial neural networks and deep learning. A professor at the University of Toronto, he shared

Geoffrey Hinton
Scientific American โ€” 16 June 2026
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The machine-learning guru discusses how politics is undermining U.S. science

Geoffrey Hinton is a Britishโ€‘Canadian computer scientist and cognitive psychologist known for pioneering artificial neural networks and deep learning. A professor at the University of Toronto, he shared the 2024 Nobel Prize in Physics for foundational work enabling modern machine learning.

How would you describe the current state of American science?

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I would say it is in a dire state because Trump is doing everything he can to undermine it.

America is still very good at innovation, but as it loses more and more of its leading scientists, itโ€™s getting worse. The source of really revolutionary innovations is typically graduate students working in a well-informed group at a leading university, and that is exactly what the Trump government is undercutting by making it much harder and less attractive for foreign graduate students to come here and attacking the leading universities.

They need to stop attacking the major universities. They need to stop preventing scientists from other countries coming and working in the U.S. A lot of the U.S. advantage in science and technology has been because of immigrant scientists. They need to restore all the grants that theyโ€™ve cut off after [those grants] were awarded. And they need to stop, for political reasons, espousing views that are known to be wrong on things such as climate change, vaccines and the role of basic science. So all of the advances weโ€™ve had, all of the major advances in our civilization, are to do with scientific advances, which only happen when you have institutions that protect scientific freedom and you get the best scientists.

That depends on whether theyโ€™re an American citizen. If theyโ€™re not an American citizen, I would advise them to be very cautious about working in the U.S.

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