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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?

Last Updated: 27.06.2025 05:04

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?

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.

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

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

Why did Paul McCartney use AI to help recreate the voice of John Lennon from an old cassette recording?

There you go.^†

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

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

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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:

Why wait any longer for the world to begin?

"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?"

Does Taylor Swift actually play the guitar, or is it a prop?

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

(Mumbles of assent)

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

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When he's standing, in front of you

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

[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.

Repellat quod recusandae rerum adipisci deleniti.

(Bob Dylan, Nobel Prize for Literature, 2016)

My 11 million SEK, Dr Jo.

You can have your cake and eat it too

Is the water safe to drink in England like here in America or is it necessary to bring tablets to prevent any cholera when in London?

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

Why wait any longer for the one you love?

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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^† They rationalise their decision thusly:

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

Whatever.

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Whatever.

[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?"

Can both male and female cows be milked? Can bulls also be milked?