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: 28.06.2025 11:14

"Naah, Linnainmaa is a Finn. Can't give it to a bloody Finnish mathematician. Let's go for drinks. Brännvin anyone?"
Fortunately, we are privy to the discussion that led up to this:
You can have your cake and eat it too
When AI takes all jobs how will the lowest class make money to survive?
"Good point, I'm sure we can swing it. And let's tack on Hopfield while we're about it."
(Bob Dylan, Nobel Prize for Literature, 2016)
"Good idea, but how can we wangle something that says 'Physics'?"
^* Fibiger got the 1926 Medicine prize for the discovery of Spiroptera carcinoma (Don’t ask).
[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.
^† They rationalise their decision thusly:
Why would Trump make conspiracy claims that Haitians are eating pets in Ohio?
… then anything is possible. There’s no rule that a Nobel Prize has to make sense.^*
Whatever.
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:
How might an Indian girl respond to someone saying "I love you"?
Whatever.
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.
(Mumbles of assent)
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Why wait any longer for the world to begin?
They then move on to selectively provide their own version of history. But hey, it’s OK. They wanted controversy, didn’t they? Whatever.
"Where can we shoehorn it in? Chemistry is easy 'cos AlphaFold; but what about physics? A bit more challenging, right?"
What do you think about Anthony Scaramucci saying that JD in JD Vance stands for "Just Dull?"
My 11 million SEK, Dr Jo.
[Older voice] "Mmm. What about Hinton, he's widely regarded? Nobody got fired for buying IBM"
There you go.^†
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Why wait any longer for the one you love?
"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?"
"Didn't he do something with Boltzmann in it? That sounds physics-y. RBMs and stuff, eh?"
When he's standing, in front of you
A fly on the wall at the Royal Swedish Academy of Sciences
[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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