📄 中文摘要
在2026年，开发者面临着内容债务的问题，LLMs生成的文本往往缺乏结构完整性，呈现出“塑料化”的低密度特征。大多数提示为高熵，给予AI过多自由，导致生成的文本虽然语法正确，却逻辑空洞。算法11（A11）的目标并非模仿人类写作，而是实现结构平衡。当读者接触到通过A11构建的文本时，会感受到认知负担的降低，从而提升阅读体验。
算法11：高熵AI内容生成的确定性框架
📄 English Summary
Algorithm 11: A Deterministic Framework for High-Entropy AI Content Generation
In 2026, developers are confronted with the issue of content debt, as LLMs produce 'plastic,' low-density text that lacks structural integrity. Most prompts are high-entropy, granting AI excessive freedom, resulting in 'AI-slop'—text that is grammatically correct but logically hollow. The objective of Algorithm 11 (A11) is not to mimic human writing but to achieve structural equilibrium. When readers engage with text generated through A11, they experience a reduction in cognitive load, enhancing their reading experience.