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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?

16.06.2025 00:36

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.

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

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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."

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

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

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

[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.

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Is LGBTQ destroying the world?

(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.

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

How did Neo defeat the architect at the end of The Matrix: Reloaded? Was it solely due to his belief in himself or were there other factors at play?

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

There you go.^†

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

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

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

Why do atheists want to see God so badly?

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:

Why wait any longer for the world to begin?

When he's standing, in front of you

Why do Trumpers and MAGA Republicans care who is trans and who is gay ECT? If they didn't have a personal interest in transgenderism it shouldn't matter so much then, right?

Whatever.

You can have your cake and eat it too

Why wait any longer for the one you love?

If a non-LGBT man (of any age) from a Western country attracts far more mosquitoes than potential dates, what does that say about him?

(Mumbles of assent)

^† They rationalise their decision thusly:

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

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