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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?

11.06.2025 15:47

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.

[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.

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

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

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

^† They rationalise their decision thusly:

What are some downsides to living in Newfoundland and Labrador (besides the weather)?

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

Why wait any longer for the world to begin?

(Mumbles of assent)

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[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."

Whatever.

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

Do guys ever want to suck a dick even though they are straight?

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

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

My 11 million SEK, Dr Jo.

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When he's standing, in front of you

(Bob Dylan, Nobel Prize for Literature, 2016)

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

How do the Sola Scrptura folks react to the Dead Sea Scrolls and other more recent discoveries of ancient Biblical texts not among those canonized by Martin Luther?

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

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:

There you go.^†

Any straight men had a gay experience in the past? What was it and how did you feel?

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

"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?"

You can have your cake and eat it too

Have you ever witnessed political correctness harm someone?

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

Why wait any longer for the one you love?

Whatever.

How do you confront your own family for not inviting you or leaving you out of things?