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 02:14

When he's standing, in front of you
"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?"
"Good idea, but how can we wangle something that says 'Physics'?"
Report: Leafs discussed 3-way deal at deadline to send Marner to Vegas - theScore.com
There you go.^†
^* Fibiger got the 1926 Medicine prize for the discovery of Spiroptera carcinoma (Don’t ask).
[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."
^† They rationalise their decision thusly:
Why wait any longer for the world to begin?
"Good point, I'm sure we can swing it. And let's tack on Hopfield while we're about it."
What happen if all of a sudden a movie star decides to quit acting?
"Naah, Linnainmaa is a Finn. Can't give it to a bloody Finnish mathematician. Let's go for drinks. Brännvin anyone?"
Whatever.
(Bob Dylan, Nobel Prize for Literature, 2016)
Are there girls here who like group sex?
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.
"Where can we shoehorn it in? Chemistry is easy 'cos AlphaFold; but what about physics? A bit more challenging, right?"
What’s the weirdest phone call you have ever received?
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:
My 11 million SEK, Dr Jo.
… then anything is possible. There’s no rule that a Nobel Prize has to make sense.^*
[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.
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.
New study uncovers surprising physics of 'marine snow' - Phys.org
(Mumbles of assent)
A fly on the wall at the Royal Swedish Academy of Sciences
[Older voice] "Mmm. What about Hinton, he's widely regarded? Nobody got fired for buying IBM"
What are the ways in which the human body adapts to different climates and heat?
Why wait any longer for the one you love?
"Didn't he do something with Boltzmann in it? That sounds physics-y. RBMs and stuff, eh?"
Fortunately, we are privy to the discussion that led up to this: