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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?

12.06.2025 00:39

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?

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

You can have your cake and eat it too

Why wait any longer for the world to begin?

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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.

There you go.^†

New Research Reveals the Brain Learns Differently Than We Thought - SciTechDaily

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).

My 11 million SEK, Dr Jo.

My son died seven months ago at the age of 24 how do I know if he’s in heaven and can he see me and hear me and why have I not gotten any signs yet from him or Mom just not seeing the signs how do I know if he’s OK how do I know if he’s happy?

(Bob Dylan, Nobel Prize for Literature, 2016)

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"

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When he's standing, in front of you

Whatever.

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

Michigan Cup starting lineup: Chase Briscoe wins third pole in a row - NBC Sports

[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.

"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?"

Have you ever had a bad gut feeling about someone and it was right?

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

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

(Mumbles of assent)

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

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

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

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

^† They rationalise their decision thusly:

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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