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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?

09.06.2025 01:56

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?

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

(Bob Dylan, Nobel Prize for Literature, 2016)

Why wait any longer for the one you love?

If you lived in South Africa, would you support nuclear power as a solution to the country's energy woes?

You can have your cake and eat it too

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

Why wait any longer for the world to begin?

Is there scientific evidence for reincarnation? If so, how does it work and can it be proven through regression therapy?

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

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

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.

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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:

Whatever.

What life lesson did you learn the hard way?

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

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

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

Why is the US going after Canada after all? What is the reason for all this hostility?

When he's standing, in front of you

^† They rationalise their decision thusly:

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

Why should the law care about what I do behind closed doors?

Whatever.

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

"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?"

What species of fish are horse mackerels?

[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."

(Mumbles of assent)

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

What defines the k'vanna of the Book of בראשית?

[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.

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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