In this paper, we propose a novel approach to establish a connection between linguistic objects and classes in Large Language Model Machines (LLMMs) such as GPT3.5 and GPT4, and their counterparts in high level programming languages like Python. Our goal is to promote the development of Digital Nature: a worldview where digital and physical realities are seamlessly intertwined and can be easily manipulated by computational means. To achieve this, we exploit the inherent abstraction capabilities of LLMMs to build a bridge between human perception of the real world and the computational processes that mimic it. This approach enables ambiguous class definitions and interactions between objects to be realized in programming and ubiquitous computing scenarios. By doing so, we aim to facilitate seamless interaction between Turing Machine objects and Linguistic Objects, paving the way for universally accessible object oriented descriptions. We demonstrate a method for automatically transforming real world objects and their corresponding simulations into language simulable worlds using LLMMs, thus advancing the digital twin concept. This process can then be extended to high level programming languages, making the implementation of these simulations more accessible and practical. In summary, our research introduces a groundbreaking approach to connect linguistic objects in LLMMs with high level programming languages, allowing for the efficient implementation of real world simulations. This ultimately contributes to the realization of Digital Nature, where digital and physical worlds are interconnected, and objects and simulations can be effortlessly manipulated through computational means.
翻译:本文提出了一种新方法,旨在建立语言对象和LLMM(如GPT3.5和GPT4)中类别以及Python等高级编程语言中类别之间的联系。我们的目标是推进数字自然发展的进程:通过计算手段无缝地将数字和物理现实相互交织在一起,使它们易于操作。为此,我们利用LLMMs固有的抽象能力,在人类对真实世界的感知和模仿它的计算过程之间建立了一座桥梁。该方法使得在编程和普遍计算场景下能够实现模糊的类别定义和对象之间的相互作用。通过这样做,我们旨在促进图灵机对象和语言对象之间的无缝交互,为普遍可访问的面向对象描述铺平道路。我们展示了一种将真实世界对象及其对应的模拟转化为语言可模拟世界的方法,这使得数字孪生概念得以推进。这一过程可以扩展到高层编程语言,使得这些模拟的实现更加易于访问和实用。总之,我们的研究引入了一种开创性的方法,将LLMMs中的语言对象与高级编程语言连接起来,从而允许有效实现真实世界模拟。这最终有助于实现数字自然,其中数字和物理世界相互连接,对象和模拟可以轻松地通过计算手段操纵。