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?

Last Updated: 02.07.2025 00:50

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?

"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?"

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

Why wait any longer for the world to begin?

Why do gun owners feel the need to defend themselves with deadly weapons? Can they not just talk things out like civilized people do?

[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."

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

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What are your thoughts on Italian nationalist poet Gabriele D'Annunzio, who was the subject of the documentary "Fiume o morte!"?

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

(Bob Dylan, Nobel Prize for Literature, 2016)

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:

Is there a correlation between sweating during sleep and high body temperature and sugar levels?

(Mumbles of assent)

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

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

What is the best sunscreen recommended by dermatologists in India for oily skin?

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

You can have your cake and eat it too

Whatever.

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My 11 million SEK, Dr Jo.

There you go.^†

When he's standing, in front of you

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^† They rationalise their decision thusly:

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

[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.

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

Whatever.

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.

What are the differences between Republicans and Democrats in their views of the government's role in society? How do these differences impact policymaking?

Why wait any longer for the one you love?

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

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

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