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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 03:53

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?

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.

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

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

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Why wait any longer for the world to begin?

My 11 million SEK, Dr Jo.

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

(Bob Dylan, Nobel Prize for Literature, 2016)

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

Even Captain James T. Kirk was trapped in a woman's body. Don't you think he'd support trans people?

Why wait any longer for the one you love?

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

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

How did Neo defeat the architect at the end of The Matrix: Reloaded? Was it solely due to his belief in himself or were there other factors at play?

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

When he's standing, in front of you

^† They rationalise their decision thusly:

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

[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.

(Mumbles of assent)

I broke up with my boyfriend because he wasn’t transparent about his past, it hurts me and he doesn’t care. I told him in the beginning of our relationship that it was a deal breaker for me what do I do?

You can have your cake and eat it too

Whatever.

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

What is a good comeback for when someone calls you flat?

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?"

There you go.^†

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

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

[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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