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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: 26.06.2025 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?

[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.

"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?"

^† They rationalise their decision thusly:

How do you envision the role of AI in software development evolving in the future?

You can have your cake and eat it too

(Mumbles of assent)

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

Can you simply make an efficient DIY red light therapy mask at home using a plastic mask and red LED diodes attached inside? How good is that, or does a medical mask have its specifications?

[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."

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

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

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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.

(Bob Dylan, Nobel Prize for Literature, 2016)

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

What makes cars from companies like Dacia or BYD appealing compared to Tesla, especially in Europe?

My 11 million SEK, Dr Jo.

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

Whatever.

Are miracles real or do they just have natural explanations?

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:

Whatever.

There you go.^†

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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.

Why wait any longer for the world to begin?

If the United States leaves the EU to fend for themselves in the economy and NATO, could Europe become irrelevant in the global economy compare to China and America dominance in the world stage in AI and semiconductors? Will Europe become cash poor?

Why wait any longer for the one you love?

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

When he's standing, in front of you

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

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

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

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