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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?

Last Updated: 29.06.2025 23:58

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?

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

Why wait any longer for the one you love?

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

So I’m getting piano lessons and my teacher wants me to get an upright piano instead of a keyboard. An upright piano is way above my price range, so what do I do? And what’s the difference between an upright piano and a keyboard?

There you go.^†

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:

^† They rationalise their decision thusly:

Is it possible to run away from home at 16? What are some essential items to bring for survival?

"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'?"

You can have your cake and eat it too

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Why wait any longer for the world to begin?

When he's standing, in front of you

(Mumbles of assent)

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

My 11 million SEK, Dr Jo.

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

What are some alternatives to wearing a bra? Why do some women feel pressure to wear bras even though there may not be any benefits?

"Good point, I'm sure we can swing it. And let's tack on Hopfield while we're about it."

(Bob Dylan, Nobel Prize for Literature, 2016)

Whatever.

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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.

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

[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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[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.

"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?"

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

Scientists discover 34 million year old hidden river world buried under 2 km of Antarctic ice - Times of India

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

Whatever.

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

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