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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?

13.06.2025 04:08

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.

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

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.

Why don’t the little sugar breeches gun owners understand that life isn’t all sunshine and rainbows?

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

^† They rationalise their decision thusly:

Whatever.

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Whatever.

(Bob Dylan, Nobel Prize for Literature, 2016)

My 11 million SEK, Dr Jo.

The heaviest proton emitter: New type of atomic nucleus discovered - Phys.org

(Mumbles of assent)

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

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:

Woman shared incredible before and after images of Wegovy use as she opened up about experience - LADbible

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

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

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

Why is there so much evil in the world?

There you go.^†

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

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

Why do some people admire Latin American cultures but not want to be from or live in those countries?

[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."

Why wait any longer for the world to begin?

You can have your cake and eat it too

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

When he's standing, in front of you

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

Should I believe JD Vance's claim that Tim Walz lied about needing medical intervention to get pregnant?

Why wait any longer for the one you love?

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

"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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