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 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).

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

Has the current political environment caused Canadians to cancel trips to the United States?

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

When he's standing, in front of you

You can have your cake and eat it too

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

"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?"

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

Are you struggling with weight loss and finding it hard to stay consistent? What’s your biggest challenge when trying to lose weight at home?

^† They rationalise their decision thusly:

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

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.

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

There you go.^†

Whatever.

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

My 11 million SEK, Dr Jo.

Why wait any longer for the one you love?

Which Shakespeare words have completely changed meaning in modern English?

Why wait any longer for the world to begin?

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

[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.

Do you think cheating is that bad?

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

Whatever.

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

Do inmates experience boredom in jail? Can you provide an example of something an inmate might do for fun if they were bored?

(Mumbles of assent)

(Bob Dylan, Nobel Prize for Literature, 2016)

[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 landlords or property managers legally offer discounts or incentives for renewing leases?