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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?

15.06.2025 13:25

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?

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

Whatever.

My 11 million SEK, Dr Jo.

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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.

^† They rationalise their decision thusly:

(Mumbles of assent)

What does the stink of the skunk look like? Why would it be dangerous?

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

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

"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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When he's standing, in front of you

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:

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

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

Why wait any longer for the one you love?

There you go.^†

What does it mean when someone tells you they love you and want you in their life, but doesn't want to commit?

(Bob Dylan, Nobel Prize for Literature, 2016)

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."

Can you turn 150 pages into a 5 minute presentation before a meeting?

Whatever.

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

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

Should parents force their kids to go to school when they are sick?

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

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.

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

Why is Tiananmen Square censored?

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

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 wait any longer for the world to begin?

Why do men think I’m easy just by looking at me?