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 00:43

Why wait any longer for the one you love?
"Where can we shoehorn it in? Chemistry is easy 'cos AlphaFold; but what about physics? A bit more challenging, right?"
(Bob Dylan, Nobel Prize for Literature, 2016)
Why are so many people getting sick from eating cucumbers? - NBC News
[Older voice] "Mmm. What about Hinton, he's widely regarded? Nobody got fired for buying IBM"
You can have your cake and eat it too
Fortunately, we are privy to the discussion that led up to this:
New COVID-19 variant detected in Washington state. Here’s what to know - The Seattle Times
(Mumbles of assent)
"Good idea, but how can we wangle something that says 'Physics'?"
When he's standing, in front of you
Manny Machado, pitching power Padres to series win over Brewers - San Diego Union-Tribune
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 world to begin?
… then anything is possible. There’s no rule that a Nobel Prize has to make sense.^*
How many Russians really understand the state they live in?
"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 point, I'm sure we can swing it. And let's tack on Hopfield while we're about 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:
Greetings from Warsaw, Poland, where the flags are flying ahead of a key election - NPR
[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).
^† They rationalise their decision thusly:
Suspect in Boulder Molotov attack faces federal hate crime charge - Axios
There you go.^†
Whatever.
"Naah, Linnainmaa is a Finn. Can't give it to a bloody Finnish mathematician. Let's go for drinks. Brännvin anyone?"
My 11 million SEK, Dr Jo.
Whatever.
"Didn't he do something with Boltzmann in it? That sounds physics-y. RBMs and stuff, eh?"
They then move on to selectively provide their own version of history. But hey, it’s OK. They wanted controversy, didn’t they? Whatever.
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."