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假设削弱了属性

本文通过逻辑推理阐述了"添加假设会使系统属性变弱"的核心观点。作者用形式化方法说明,一个无假设的属性(如"系统能正确解析有效JSON")比带假设的属性(如"仅当输入为ASCII时系统能正确解析有效JSON")更强,因为后者只在假设成立时才保证正确性。文章还探讨了我们为何需要引入假设的三个原因:属性本身无法满足、成本过高、或难以验证。最后指出,检验假设是否成立通常是一个独立且更复杂的问题。

相关报道

  • Prompts for AI coding tools are a form of technical debt that decays silently with each model upgrade, unlike code. The author advises against investing heavily in bespoke agentic setups, recommending instead using third-party tools with minimal configuration and keeping custom prompts limited to concrete project facts.

  • The article argues that prompts used for AI tools like large language models are a form of technical debt, as they require ongoing maintenance, are poorly documented, and can break silently when underlying models change, leading to unpredictable costs and system fragility.