实际上,我们正在 “打开 ChatGPT 的大脑”(或至少是 GPT-2),并发现,是的,里面很复杂,而且我们不了解它 —— 尽管最终它产生了可识别的人类语言。 好吧,在经历了一个注意力区块之后,我们得到了一个新的嵌入向量 —— 然后它又被连续地传递到其他的注意力区块中(GPT-2 共有 12 个;GPT-3 有 96 个)。...
What Is ChatGPT Doing … and Why Does It Work? ChatGPT在做什么……为什么它有效? ️ 开篇送个小姐姐 注:全书翻译和解释,全部由gpt-4完成! 作者:Stephen Wolfram Stephen Wolfram是一位英美籍的计算机科学家,物理学家和商人。他以在计算机科学,数学和理论物理方面的工作而闻名。他是软件公司Wolfram Resear...
Nobody expected this--not even its creators: ChatGPT has burst onto the scene as an AI capable of writing at a convincingly human level. But how does it really work? What's going on inside its "AI mind"? In this short book, prominent scientist and computation pioneer Stephen Wolfram pro...
It’s Just Adding One Word at a Time That ChatGPT can automatically generate something that reads even superficially like human-written text is remarkable, and unexpected. But how does it do it? And why does it work? My purpose here is to give a rough outline of what’s going on inside...
(缺底层理解, 一切都是 fitting the data)因此只靠这一种思路很快就会到瓶颈. 参考 LeCun 的观点下一步发展缺什么补什么. ChatGPT 缺符号表示和推理计算(心理类型的 Ti/Te), 下一步就补这些:- 在神经网络里找符号. softmax 前面一层已经算符号, 但是还想找:== 内部隐含层的表示== 抽象概念的表示== ...
this text at wolfr.am/SW-ChatGPT and wolfr.am/ChatGPT-WA . Click any picture to copy the code behind it. ChatGPT screenshots were generated with GPT-3, OpenAI’s AI system that produces natural language. First edition. Contents Preface What Is ChatGPT Doing … and Why Does It Work?
It’s Just Adding One Word at a Time That ChatGPT can automatically generate something that reads even superficially like human-written text is remarkable, and unexpected. But how does it do it? And why does it work? My purpose here is to give a rough outlin...
s creators: ChatGPT has burst onto the scene as an AI capable of writing at a convincingly human level. But how does it really work? What's going on inside its "AI mind"? In this short book, prominent scientist and computation pioneer Stephen Wolfram provides a readable and engaging expla...
And the remarkable thing is that when ChatGPT does something like write an essay what it’s essentially doing is just asking over and over again “given the text so far, what should the next word be?”—and each time adding a word. (More precisely, as I’ll explain, it’...
But how does the technology behind ChatGPT work? GPT stands for generative pre-trained transformer. It's a language model that can understand and generate human-like text. This language model, known as a large language model (LLM), uses data it’s trained on to generate text. When you en...