大型语言模型只是另一层抽象

出处: LLMs Are Just Another Layer of Abstraction

发布: 2026年3月15日

📄 中文摘要

近年来,许多开发者开始认为人工智能将取代编程。然而,实际上这并不是发生的事情。当前的情况更像是软件开发历史中的一种熟悉现象,即另一层抽象的出现。计算机科学的演变本质上是构建层次的故事。从最初的机器代码、汇编语言和低级语言,到后来的高级语言、框架和平台,编程的历史就是不断抽象的过程。AI生成的代码可以被视为这一过程中的新一层抽象,而不是取代编程的终结。

📄 English Summary

LLMs Are Just Another Layer of Abstraction

In recent years, many developers have expressed the belief that AI will replace programming. However, this perspective may not accurately reflect the current situation. What is happening resembles a familiar phenomenon in the history of software development: the emergence of another layer of abstraction. The evolution of computer science can be seen as a story of building layers, starting from machine code, assembly, and low-level languages, progressing to higher-level languages, frameworks, and platforms. AI-generated code represents a new layer of abstraction in this ongoing process rather than the end of programming.

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数据源: OpenAI, Google AI, DeepMind, AWS ML Blog, HuggingFace 等