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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?

Last Updated: 29.06.2025 12:33

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?

Whatever.

[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."

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

What questions would you ask to an AI?

(Bob Dylan, Nobel Prize for Literature, 2016)

My 11 million SEK, Dr Jo.

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

"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?"

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

Do people really have sex with animals?

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:

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

You can have your cake and eat it too

What are the best self-care practices to improve mental health?

Why wait any longer for the world to begin?

There you go.^†

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

If all the American hundred millionaires and billionaires chipped in a modest 10% of their net worth to provide affordable housing to homeless families and other down and out persons, (like veterans), would this address the housing crisis?

Whatever.

Why wait any longer for the one you love?

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

How do I get rid of a cold in 1 day?

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

^† They rationalise their decision thusly:

When he's standing, in front of you

Why does Boko Haram attack its own Muslims?

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

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

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

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

[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.

(Mumbles of assent)

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