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

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

There you go.^†

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

(Mumbles of assent)

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

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

[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.

Why wait any longer for the one you love?

How do you take your erotic photos and how do you choose the poses?

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

You can have your cake and eat it too

"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:

(Bob Dylan, Nobel Prize for Literature, 2016)

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

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Why wait any longer for the world to begin?

^† They rationalise their decision thusly:

My 11 million SEK, Dr Jo.

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When he's standing, in front of you

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.

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Whatever.

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:

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

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

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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