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?
14.06.2025 23:58

"Good point, I'm sure we can swing it. And let's tack on Hopfield while we're about it."
"Naah, Linnainmaa is a Finn. Can't give it to a bloody Finnish mathematician. Let's go for drinks. Brännvin anyone?"
"Didn't he do something with Boltzmann in it? That sounds physics-y. RBMs and stuff, eh?"
Why do I want to suck cock, after smoking methamphetamine?
"Good idea, but how can we wangle something that says 'Physics'?"
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.
You can have your cake and eat it too
Women like what they hear while men like what they see, it that true?
Whatever.
My 11 million SEK, Dr Jo.
"Where can we shoehorn it in? Chemistry is easy 'cos AlphaFold; but what about physics? A bit more challenging, right?"
Which is the correct Tamil New Year, Thai-1 or Chithirai-1?
Whatever.
There you go.^†
(Bob Dylan, Nobel Prize for Literature, 2016)
How do you feel about Donald Trump signing an executive order that says there are only two genders?
… then anything is possible. There’s no rule that a Nobel Prize has to make sense.^*
"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?"
Fortunately, we are privy to the discussion that led up to this:
(Mumbles of assent)
[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).
Have you been with a stranger yet?
[Older voice] "Mmm. What about Hinton, he's widely regarded? Nobody got fired for buying IBM"
^† They rationalise their decision thusly:
A fly on the wall at the Royal Swedish Academy of Sciences
When he's standing, in front of you
They then move on to selectively provide their own version of history. But hey, it’s OK. They wanted controversy, didn’t they? Whatever.
Why wait any longer for the world to begin?
[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."
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:
Why wait any longer for the one you love?