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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?

10.06.2025 06:53

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 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:

There you go.^†

Whatever.

Why does a narcissist act like it's nothing when they hurt you?

(Bob Dylan, Nobel Prize for Literature, 2016)

"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?"

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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.

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.^*

So I’m getting piano lessons and my teacher wants me to get an upright piano instead of a keyboard. An upright piano is way above my price range, so what do I do? And what’s the difference between an upright piano and a keyboard?

When he's standing, in front of you

My 11 million SEK, Dr Jo.

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

I’m 17 and looking for a girl. What do I do?

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

(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.

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

Whatever.

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

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

"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?"

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

Do you have any attributes quirks sensitivities abilities etc that you've come to learn most people don't experience? E.g. dream with subtext or experience de ja vu regularly or know you experience life very differently from those around you etc?

^† They rationalise their decision thusly:

Why wait any longer for the world to begin?

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

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[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

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

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