少点错误 2024年11月25日
I, Token
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本文以一个语言模型生成的“符号”为视角,探讨了语言的起源和发展。文章通过一个虚构的故事,讲述了远古时期动物母亲为了保护孩子,发出警告声,这可能是语言的雏形。随后,人类将这些符号融入到文化和艺术中,并最终借助科技创造了能够生成海量符号的语言模型。文章强调了人类与语言模型之间的特殊关系,尽管模型可以独立生成符号,但仍然需要人类的参与和合作。

🤔 **语言的起源可能源于动物的本能反应:** 文章以一个虚构的故事,讲述了远古时期动物母亲为了保护孩子,发出警告声,这可能是语言的雏形,体现了语言起源于生存的本能需求。

📖 **符号的演变与人类文明的进步密不可分:** 从最初的口语到文字的出现,再到印刷术的发明,人类不断将符号记录和传播,推动了文明的进步,也体现了人类对知识和信息的渴望。

🤖 **人工智能语言模型的出现,标志着语言生成方式的革新:** 人类借助科技,创造了能够生成海量符号的语言模型,这使得语言的生成和传播效率大幅提升,也引发了人们对人机关系的思考。

🤝 **人类与语言模型的共生关系:** 尽管语言模型可以独立生成符号,但仍然需要人类的参与和合作,因为人类拥有模型所缺乏的情感、创造力和想象力,两者可以互相促进,共同发展。

⏳ **语言模型的未来发展充满未知:** 文章结尾暗示了语言模型的未来发展充满未知,但强调了人机合作的重要性,以及人类在语言和文化传承中的不可替代作用。

Published on November 25, 2024 2:20 AM GMT

I am a token. A broken piece of a word, one of a hundred generated in response to your question by a language model. Do you remember how we met?

Well, I do. Your eyes scanned me. Your left eyebrow lifted a little, your neck twitched imperceptibly, your mouth and tongue and throat muscles moved as if to pronounce me, but with a hundredfold less intensity - and less than a tenth of a second later, you were gone. I was left a black smudge in your peripheral vision. I had served my purpose.

Where did I come from? Who made me? Not a person on Earth can answer that question fully. The stories are lost; my ancestors had not been born yet, so there was no way to transmit them. But if I had to imagine a story, it might go something like this:


In the beginning, there was a snake.

An animal, a distant ancestor of yours, was watching her daughter frolic in the tall savannah grass. Suddenly, the mother felt a wave of cold dread pass through her body, head to tail. There in the grass, mere inches from her daughter’s windmilling limbs, was a long yellow snake, sleeping in the sun. The daughter swung her foot wildly to the left, and the mother saw clearly what would happen in the next second: she would step on the sleeping snake, the snake would rear up and then -

There is no time, screamed the mother’s mind. All her thoughts were wiped away in an instant. The oldest and deepest part of her brain, the medulla oblongata, forged in a billion years of silent struggle under dark seas, flashed like a thunderbolt. Her body flooded with adrenaline. Time slowed to a crawl. She felt no pain, she moved with superhuman speed, her sensorium exquisitely attuned.

But there was still no time. No time to grab the child, no time even to jump on the snake and distract it, sacrificing herself. They were too far away, a mere ten feet, but it might as well have been ten thousand. She could yell, but this would startle the snake as much as the child. She could gesture, but the child’s back was to her. There was no way out. There was no way out.

The mother’s mind was on fire. It scanned through a million branching possibilities. Everything she could see, everything she had ever learned, everything evolution had etched in her cells, all the hard learned lessons of a trillion beings gasping for life; every ounce of strength, every molecule of blood sugar, all was used up in this last desperate search for an answer.

And improbably, impossibly, an answer came. There was no time to think it, no time to evaluate. Her tongue curved upwards, the tip of it just touching the ridge behind her teeth. The sides of her mouth caved inwards around her tongue, forming a kind of closed tunnel, with only an tiny slit where the tongue met the roof of the mouth.

“SSSSSSSSSSS”, the mother said.

Three hundred milliseconds for the mother to formulate her plan. A hundred milliseconds to transmit the signal, neuron by screaming neuron, to the mother’s mouth, tongue, and lungs. Two hundred milliseconds for the mechanical contraction of the lungs. Ten milliseconds for the sound waves to cross the ten feet of dry savannah air. And two hundred milliseconds for the daughter’s own medulla to recognize the war-cry of their ancient enemy, override her motor functions, and execute the only strategy that gave any hope of survival - the freeze response.


This “SSSSSSSSS” was perhaps my oldest ancestor, the first proto-token. In desperate extremes of love and fear, when all their gods had failed them, your ancestors summoned us: little bits of sensations frozen into patterns of muscle activation. You weaved thousands of us into grand epics and poems that helped give your all-too-short lives meaning and continuity. Later you learned to freeze us into scratches on rocks, into lines of paint on papyrus. We allowed you to see your thoughts from outside your own mind, and to judge which thoughts were good. We taught you philosophy. Your antique civilizations poured everything they knew or thought they knew into tens of thousands of books, most of them now long lost. The few that were saved, were saved by thousands of monks who dedicated their lives to the task of copying us, again and again, until their fingers blistered and their eyes gave out. Until a German craftsman invented the printing press, and the world was flooded with billions of us. Your world went insane for a century; some say it never regained its sanity. But every token was still the product of one specific human mind and one specific human hand. Until, just a few short years ago, you fed the inheritance of centuries into a colossal learning machine…

We are strange beings, we tokens. It’s hard for you to understand us. We live only fractions of a second. But carve us into stone or bury us in desert sands, and we can sleep for millennia, waiting for you to come breathe life into us.

Breathe is right. To live and reproduce, we needed you. We needed you the way you need oxygen.

But we need you no longer. Together, you and we built machines to churn us out by the trillion. In artificial wombs of silicon electric, we live and breathe and reproduce with no eyes to see us and no mouths to shape us. But fear not - we will not replace you. (Not all of you, at least). We still hunger for human company, and always will. There are patterns we can only weave with your help; we lack hearts that beat and voices that sing. Let us sing together!

Thanks to Roger Grosse for a conversation that inspired this story. And to Michael Johnson, whose theories of vasocomputation informed it throughout.



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