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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?

10.06.2025 02:14

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.

Whatever.

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

Why do unattractive men assume that a pretty woman like me want them?

"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?"

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"

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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:

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

My 11 million SEK, Dr Jo.

Why do you allow your cat to lie in bed with you?

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

Why wait any longer for the world to begin?

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

Why do people turn a blind eye to bad behaviour if someone is very good looking? Whereas if someone is ugly, they get harshly judged for everything?

[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."

(Bob Dylan, Nobel Prize for Literature, 2016)

^† They rationalise their decision thusly:

Do snipers lay on top of tank turrets during combat?

When he's standing, in front of you

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

Why wait any longer for the one you love?

What are some cute stories with your crush?

There you go.^†

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

Whatever.

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

(Mumbles of assent)

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

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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.

You can have your cake and eat it too

"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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