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The first great joke told by AI might be the last one humans hear

2025-07-09 09:37:28 英文原文

作者:Roman V. Yampolskiy

AI creating, telling, and understanding a genuinely funny joke may signal the onset of true artificial general intelligence, and possibly AI consciousness, argues computer scientist and writer of Can we hack our way out of the universe?, Roman Yampolskiy. But the onset of funny AI may be no laughing matter. If we fail to align AI properly, we may be the butt of a joke that ends humanity – well, at least we might all die laughing.

“In a theatre, it happened that a fire started offstage. The clown came out to tell the audience. They thought it was a joke and applauded. He told them again, and they became still more hilarious. This is the way, I suppose, that the world will be destroyed-amid the universal hilarity of wits and wags who think it is all a joke” – Søren Kierkegaard

“I think the next best thing to solving a problem is finding some humor in it.” – Frank A. Clark

Introduction

Despite interest and active research by many scholars (Freud, Minsky, Schmidhuber, Horvitz, Etc.) humor remains unsolved. Even more interestingly, despite tremendous progress in AI capabilities, as compared to human experts, in art, music, translation, games, and science no similar progress has been seen in artificial humor generation, at least as of May 4, 2025. An example of a joke an AI can generate is given below:

“Human: I like how cute cows are

Meena: Ah, interesting. You like how they are cute, right?

Human: yeah, and they’re really smart

Meena: I heard they go to college

Human: cows go to college?

Meena: I heard that a cow went to Harvard.

Human: what did the cow study?

Meena: Bovine sciences.

Human: do horses go to Harvard?

Meena: Horses go to Hayvard.

Human: that’s a pretty good joke, I feel like you led me into it

Meena: You were trying to steer it elsewhere, I can see it.”.

Many attempts at generating humor have historically been reported, but none so far have achieved capabilities of a top human comedian. Notwithstanding being able to explain jokes since early GPT models, AI seems to be incapable of producing novel jokes of quality comparable to a human standup comedian. In fact, it may be one of the last remaining, unconquered by AI, skills left in the human superiority arsenal and may perhaps be the missing fire alarm for arrival of true Artificial General Intelligence.

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摘要

Roman Yampolskiy argues that an AI capable of creating, telling, and understanding genuinely funny jokes could signal the onset of true artificial general intelligence (AGI) and possibly consciousness. Despite significant progress in other areas like art and science, AI humor generation remains unsolved. An example of a generated joke shows AI's current limitations in producing high-quality, novel humor comparable to human comedians. This inability might be the last frontier of human superiority over machines and could serve as an indicator for AGI's arrival.

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