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 08:30

Fortunately, we are privy to the discussion that led up to this:
A fly on the wall at the Royal Swedish Academy of Sciences
"Naah, Linnainmaa is a Finn. Can't give it to a bloody Finnish mathematician. Let's go for drinks. Brännvin anyone?"
Which race of women are the hottest?
"Good idea, but how can we wangle something that says 'Physics'?"
Why wait any longer for the world to begin?
Why wait any longer for the one you love?
If my lovely sister sleeps with my boyfriend, what should I do about her?
Whatever.
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.
There you go.^†
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.
[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."
[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.
^* Fibiger got the 1926 Medicine prize for the discovery of Spiroptera carcinoma (Don’t ask).
(Mumbles of assent)
What are some good Caribbean islands to travel to with friends or family? Why?
(Bob Dylan, Nobel Prize for Literature, 2016)
… then anything is possible. There’s no rule that a Nobel Prize has to make sense.^*
[Older voice] "Mmm. What about Hinton, he's widely regarded? Nobody got fired for buying IBM"
China demands sensitive information for rare earth exports, companies warn - Financial Times
My 11 million SEK, Dr Jo.
"Didn't he do something with Boltzmann in it? That sounds physics-y. RBMs and stuff, eh?"
"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?"
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:
Whatever.
When he's standing, in front of you
What are the signs of covert narcissistic abuse that most people miss?
"Good point, I'm sure we can swing it. And let's tack on Hopfield while we're about it."
"Where can we shoehorn it in? Chemistry is easy 'cos AlphaFold; but what about physics? A bit more challenging, right?"
^† They rationalise their decision thusly:
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