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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 05:07

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?

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

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

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

What makes you different?

Whatever.

[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.

Whatever.

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Why wait any longer for the world to begin?

My 11 million SEK, Dr Jo.

(Mumbles of assent)

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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?"

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

Does any unofficial Roman Catholic card exist in the world to play? In Italy, Rome & the Vatican City, can practising Catholics get any discounts as a tourist, & / or privileged admission to certain sights, with different rules for non Catholics?

"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?"

There you go.^†

Why wait any longer for the one you love?

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

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

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

If I get served by someone else's papers, am I legally required to inform the person that they got served, or the court that they served the wrong person?

[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."

You can have your cake and eat it too

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 do some of those who believe in a god refuse to consider the possibility they could be wrong?

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.

^† They rationalise their decision thusly:

When he's standing, in front of you

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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:

(Bob Dylan, Nobel Prize for Literature, 2016)

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

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