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How did a computer scientist such as Geoffrey Hinton manage to win a Nobel Prize in physics when computer science already has its own Nobel Prize equivalent in the Turing Awards?

11.06.2025 08:47

How did a computer scientist such as Geoffrey Hinton manage to win a Nobel Prize in physics when computer science already has its own Nobel Prize equivalent in the Turing Awards?

Why wait any longer for the world to begin?

(Bob Dylan, Nobel Prize for Literature, 2016)

Why wait any longer for the one you love?

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[The basic structure of artificial neural networks] has close similarities with spin models in statistical physics applied to magnetism or alloy theory. This year’s Nobel Prize in Physics recognizes research exploiting this connection to make breakthrough methodological advances in the field of ANN.

[Older voice] "Mmm. What about Hinton, he's widely regarded? Nobody got fired for buying IBM"

Fortunately, we are privy to the discussion that led up to this:

It’s been over a month since I stopped taking sertraline but why do I still feel side effects like brain zaps and anxiety mood changes? The root cause of anxiety it’s your thinking and I perfectly master that better than before so it’s hard lately.

^* Fibiger got the 1926 Medicine prize for the discovery of Spiroptera carcinoma (Don’t ask).

"Good idea, but how can we wangle something that says 'Physics'?"

(Mumbles of assent)

Study debunks 100-year-old understanding of what brain cells look like, forcing rewrite of biology textbooks - Earth.com

^† They rationalise their decision thusly:

In awarding prizes, the Nobel Committees often seem only marginally more competent than MTG is at explaining meteorology. And if they can give a literature prize for lyrics like:

There you go.^†

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A fly on the wall at the Royal Swedish Academy of Sciences

Whatever.

You can have your cake and eat it too

What can I do after 18 cops raided my home, without a warrant, seeking a person who didn't live there and wasn't there, and also went through all of my stuff? The person wasn't on the lease, and they didn't see him enter.

"Good point, I'm sure we can swing it. And let's tack on Hopfield while we're about it."

Whatever.

"Hey guys, AI is pretty big so let's centre our prizes on it this year. We can get some attention, and it's all about advertising, at the end of the day, isn't it?"

Dotemu’s CEO on how it makes new games that feel retro - The Verge

In December 1973, when Kissinger was awarded the Nobel Peace Prize, comedian Tom Lehrer dropped his mic and stamped on it—satire had just died.

"Where can we shoehorn it in? Chemistry is easy 'cos AlphaFold; but what about physics? A bit more challenging, right?"

My 11 million SEK, Dr Jo.

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[Younger voice] "But wait a minute, Ising-Lenz goes back to the 1920's. And didn't Hinton plagiarise rather a lot? He also didn't invent modern backprop, did he, that's Linnainmaa? And Amari preceded Hopfield, too. That's not a good look."

"Naah, Linnainmaa is a Finn. Can't give it to a bloody Finnish mathematician. Let's go for drinks. Brännvin anyone?"

They then move on to selectively provide their own version of history. But hey, it’s OK. They wanted controversy, didn’t they? Whatever.

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… then anything is possible. There’s no rule that a Nobel Prize has to make sense.^*

"Didn't he do something with Boltzmann in it? That sounds physics-y. RBMs and stuff, eh?"

When he's standing, in front of you

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