工程意图系列 - 工程意图:ISL 的构成(第二部分)

📄 中文摘要

在这一系列的第一部分中,识别了“模糊税”——由于将大型语言模型(LLMs)视为创造性助手而非确定性引擎所产生的不一致代码的内在成本。第二部分深入探讨了解决方案的构成:意图规范语言(ISL)。ISL通过引入一个正式的合同层,改变了标准提示工程依赖于“希望”的局面。这种方法更像是为软件编写IKEA手册,而不是与开发者对话。IKEA手册并不描述木材的分子结构,而是明确指出所需的部分和领域。

📄 English Summary

Part 2 of 3 — Engineering Intent Series - Engineering Intent: The Anatomy of ISL

The first part of this series identified the 'Ambiguity Tax'—the inherent cost of inconsistent code resulting from treating large language models (LLMs) as creative assistants rather than deterministic engines. The second part delves into the anatomy of the solution: Intent Specification Language (ISL). ISL shifts the paradigm by introducing a formal contract layer, moving away from standard prompt engineering that relies on 'hope.' This approach resembles writing an IKEA manual for software rather than conversing with a developer. An IKEA manual does not describe the molecular structure of wood but specifies the necessary parts and domains.

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