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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?

15.06.2025 22:25

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?

"Where can we shoehorn it in? Chemistry is easy 'cos AlphaFold; but what about physics? A bit more challenging, right?"

"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?"

[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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Whatever.

A fly on the wall at the Royal Swedish Academy of Sciences

Why wait any longer for the one you love?

Why doesn't speeding significantly decrease one’s commute time? I've done a lot of road trips and driving and have experimented by increasing speed by 10–20%, but somehow this never equates to arriving 20% sooner, even on clear roads.

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.

"Good idea, but how can we wangle something that says 'Physics'?"

"Naah, Linnainmaa is a Finn. Can't give it to a bloody Finnish mathematician. Let's go for drinks. Brännvin anyone?"

Why is squid ink safe to eat, while skunk spray is not? What makes the two liquids different from each other?

(Bob Dylan, Nobel Prize for Literature, 2016)

[Older voice] "Mmm. What about Hinton, he's widely regarded? Nobody got fired for buying IBM"

Whatever.

Why cant a narcissist admit when they are wrong?

There you go.^†

^* Fibiger got the 1926 Medicine prize for the discovery of Spiroptera carcinoma (Don’t ask).

^† They rationalise their decision thusly:

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Why wait any longer for the world to begin?

"Didn't he do something with Boltzmann in it? That sounds physics-y. RBMs and stuff, eh?"

You can have your cake and eat it too

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… then anything is possible. There’s no rule that a Nobel Prize has to make sense.^*

"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:

Have you ever met someone and something seemed so unusual about them but you couldn't put your finger on what it was?

[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.

My 11 million SEK, Dr Jo.

(Mumbles of assent)

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They then move on to selectively provide their own version of history. But hey, it’s OK. They wanted controversy, didn’t they? Whatever.

When he's standing, in front of you

Fortunately, we are privy to the discussion that led up to this:

What is the happy reality of our generation?