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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: 27.06.2025 00:55

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?

(Mumbles of assent)

[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.

Why wait any longer for the world to begin?

How could NASA possibly land on the moon when it's impossible to reach the moon through the Earth's dome? Why are they making up such an obvious lie?

When he's standing, in front of you

Whatever.

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

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

(Bob Dylan, Nobel Prize for Literature, 2016)

^† They rationalise their decision thusly:

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Why wait any longer for the one you love?

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

"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?"

How do I make an instrumental version of a Hindi song?

You can have your cake and eat it too

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

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:

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

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

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

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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.

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

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

In the last 500 years, have there been civilizations whose cruelty matched that of Nazi Germany?

Whatever.

My 11 million SEK, Dr Jo.

There you go.^†

Is something wrong with my discharge? So, when I masturbate, white discharge comes from my vagina, but it's not stretchy, it's pasty. It doesn't smell and I'm not itchy, so I'm sure it's not a yeast infection. Why is it pasty though?

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

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

[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."

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