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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?

14.06.2025 08:20

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?

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

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

(Bob Dylan, Nobel Prize for Literature, 2016)

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My 11 million SEK, Dr Jo.

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

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:

How strict are your parents?

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

Whatever.

Whatever.

Have you ever accidentally found out that you were about to be fired?

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.

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

Why wait any longer for the one you love?

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When he's standing, in front of you

(Mumbles of assent)

"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?"

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

You can have your cake and eat it too

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

[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.

^† They rationalise their decision thusly:

Why do I sweat so much? I’m 17 but I feel like I always need to re-apply deodorant and I am always self-conscious that I smell because I feel sweat under my arms.

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

Why wait any longer for the world to begin?

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

Why cant I sleep on my side after getting my covid vaccine? I just got the shot and I’ve been overstimulated from not being able to sleep, my arm is very sore and it hurts so much to move and I just want to sleep but it hurts if I lay on either side

There you go.^†

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

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

I feel like my boyfriend doesn't love me. Why?