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?
08.06.2025 16:54

"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?"
(Mumbles of assent)
There you go.^†
Whatever.
Why wait any longer for the world to begin?
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:
Taking a realistic look at terraforming Mars - Phys.org
When he's standing, in front of you
[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."
My 11 million SEK, Dr Jo.
News & Notes: John Harbaugh on Why Jon Gruden Observed OTAs - Baltimore Ravens
"Good point, I'm sure we can swing it. And let's tack on Hopfield while we're about it."
They then move on to selectively provide their own version of history. But hey, it’s OK. They wanted controversy, didn’t they? Whatever.
^† They rationalise their decision thusly:
Pokémon Legends Z-A Is Now Up for Preorder on Switch and Switch 2 - IGN
Why wait any longer for the one you love?
Whatever.
"Where can we shoehorn it in? Chemistry is easy 'cos AlphaFold; but what about physics? A bit more challenging, right?"
What was your best unexpected reunion with your childhood best friend?
[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.
Fortunately, we are privy to the discussion that led up to this:
"Didn't he do something with Boltzmann in it? That sounds physics-y. RBMs and stuff, eh?"
Pharmacists warn drug shortage affecting cancer patients - BBC
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.
(Bob Dylan, Nobel Prize for Literature, 2016)
… then anything is possible. There’s no rule that a Nobel Prize has to make sense.^*
Speech by Governor Kugler on the economic outlook and monetary policy - Federal Reserve Board (.gov)
A fly on the wall at the Royal Swedish Academy of Sciences
^* Fibiger got the 1926 Medicine prize for the discovery of Spiroptera carcinoma (Don’t ask).
You can have your cake and eat it too
Tesla’s head of Optimus humanoid robot leaves the ‘$25 trillion’ product behind - Electrek
"Naah, Linnainmaa is a Finn. Can't give it to a bloody Finnish mathematician. Let's go for drinks. Brännvin anyone?"
"Good idea, but how can we wangle something that says 'Physics'?"
[Older voice] "Mmm. What about Hinton, he's widely regarded? Nobody got fired for buying IBM"