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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 07:50

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?

Why wait any longer for the one you love?

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.

^† They rationalise their decision thusly:

Hi, I’m Jo. My best friend died 2 years ago today. My husband died 6 months later. So, I’m a depressed mess (we were married 28 years) and can’t shake it. Even my Brother is worried. Some days I don’t do anything, and avoid men cause I don’t want to date. Any suggestions? Thanks for reading.

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

When he's standing, in front of you

There you go.^†

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Why wait any longer for the world to begin?

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

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

Romania in the past was a poor country, but last year the government announced it had 521 billion leu (113$ billion dollars) revenue. Why is so much? What's the reason?

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

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

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

Quis in et et repellendus.

(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:

Whatever.

Is it ethical for same-sex couples to raise children?

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

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

My 11 million SEK, Dr Jo.

Why is everyone so stupid to say Crimea is part of Ukraine? Crimea isn’t part of Ukraine, it’s part of Russia.

You can have your cake and eat it too

(Mumbles of assent)

[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."

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"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?"

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

"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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Whatever.

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

[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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