斯蒂芬·沃尔弗拉姆

沃尔夫勒姆认为ChatGPT这类大语言模型是宽而浅的，而他要构建的计算体系最重要的特征是深。

“我认为ChatGPT这类东西是宽而浅的，而我们试图通过构建计算来实现的是一种深，当然也很广，但最重要的是深的东西。"I view sort of the chat GPT thing as being wide and shallow and what we're trying to do with sort of building out computation as being this sort of deep also broad but but most importantly kind of a deep type of thing."”

沃尔夫勒姆认为科学、发明等进步的本质，是在计算不可约的复杂世界中寻找能够局部向前跳跃的地方。

“大多数科学、发明以及许多事物的故事，都是在寻找这些我们可以局部向前跳跃的地方的故事。"The story of most kinds of science, inventions, a lot of kinds of things is the story of finding these places where we can locally jump ahead."”

沃尔夫勒姆认为ChatGPT揭示了语言中存在一种超越词性组合、关乎语言意义本身的额外规律性。

“我认为ChatGPT向我们展示了语言存在一种额外的规律性，它关乎语言的意义，而不仅仅是词性组合这类纯粹的东西。"I think chat GPT is showing us that as an additional kind of regularity to language which has to do with the meaning of the language beyond just this pure part of speech combination type of thing."”

沃尔夫勒姆认为像我们这样的观察者的关键特征，是能够把世界的所有细节压缩塞进一个头脑之中。

“事实上，如果我们谈论的是像我们这样的观察者，其中一个关键点就是能够将世界的所有细节塞进一个头脑中的想法。"The fact is that if we are talking about observers like us that one of the key things is this idea of kind of taking all the detail of the world and being able to stuff it into a mind."”

沃尔夫勒姆认为计算是形式化我们思考世界方式的广泛方法，一旦成功形式化，计算机就能帮我们推演出其后果。

“计算是形式化我们思考世界方式的一种非常广泛的方式，计算的酷炫之处在于，如果我们能用计算成功地形式化事物，计算机就能帮助我们找出其后果。"Computation is this very broad way of sort of formalizing the way we think about the world and the thing that's that's cool about computation is if we can successfully formalize things in terms of computation computers can help us f”