# 专题调研与修订记录

本目录保存支撑正文的调研材料，以及各章修订过程中的决策与校验记录。正文脚注引用的是调研结论；修订记录便于追溯某段文字为什么这样写，一般读者不需要阅读。

## 专题调研

跨章节的长期调研与专题分析，含来源快照、复算脚本和结论。

| 专题 | 目录 | 引用章节 |
| --- | --- | :--: |
| [2024–2026 AI Infra 长期调研](2026-infra-survey/README.md) | `2026-infra-survey` | 2、3、5、6、8、9、10 |
| [2023—2026 年 token 成本下降专题调研](token-cost-2023-2026/README.md) | `token-cost-2023-2026` | 3、4、5 |
| [从算子分块到集群部署的统一视角](ub-ep-integration-2026-09-10/README.md) | `ub-ep-integration-2026-09-10` | 6、7、9 |
| [UB 的量化：第 6.5.5 节与第 7 章的分工](ub-openurma-quantification-2026-09-11/README.md) | `ub-openurma-quantification-2026-09-11` | — |
| [DeepSeek V4 / V4.1 Flash：基础设施驱动模型设计的证据与修订建议](deepseek-v41-codesign-2026-09-10/README.md) | `deepseek-v41-codesign-2026-09-10` | — |
| [从云数据中心到 AI 数据中心：可编程性与系统抽象边界上移](system-abstraction-boundary/report.md) | `system-abstraction-boundary` | 1 |
| [两个图像生成代表：固定源码与可复算矩阵账](generative-image-analysis/PLAN.md) | `generative-image-analysis` | — |
| [第二章：五模型比较与 1M 上下文复核](ch02-five-models-2026-09-10/README.md) | `ch02-five-models-2026-09-10` | 2 |
| [第四章架构演进补写](ch04-architecture-evolution-2026-09-10/README.md) | `ch04-architecture-evolution-2026-09-10` | 4 |
| [第四章：从演进综述改为量化比较](ch04-quantitative-evolution-2026-09-10/README.md) | `ch04-quantitative-evolution-2026-09-10` | — |

## 修订记录

按章节和日期保存的结构重组、表达修订、大纲审计与校验结果。更早的审阅记录见 [archive/](../archive/README.md)。

| 记录 | 目录 | 引用章节 |
| --- | --- | :--: |
| [作者材料采用记录](blog-outline-screening-2026-09-09/README.md) | `blog-outline-screening-2026-09-09` | — |
| [前三章段落衔接与配图修订](ch01-03-flow-figures-revision-2026-09-10/README.md) | `ch01-03-flow-figures-revision-2026-09-10` | — |
| [前三章中文表达修订](ch01-03-language-revision-2026-09-10/README.md) | `ch01-03-language-revision-2026-09-10` | — |
| [前三章：从结构推导需求，再据此作出选择](ch01-03-model-led-rewrite-2026-09-10/README.md) | `ch01-03-model-led-rewrite-2026-09-10` | — |
| [前三章叙述与因果推导修订](ch01-03-prose-revision-2026-09-10/README.md) | `ch01-03-prose-revision-2026-09-10` | — |
| [前三章教材用语与公式排版修订](ch01-03-textbook-language-latex-2026-09-10/) | `ch01-03-textbook-language-latex-2026-09-10` | — |
| [前三章教材体例修订（2026-09-10）](ch01-03-textbook-revision-2026-09-10/README.md) | `ch01-03-textbook-revision-2026-09-10` | — |
| [第一章四节重组](ch01-reorganization-2026-09-09/README.md) | `ch01-reorganization-2026-09-09` | — |
| [第二章六节重组](ch02-reorganization-2026-09-09/README.md) | `ch02-reorganization-2026-09-09` | — |
| [第二章教学与图表修订档案](ch02-teaching-revision-2026-09-09/README.md) | `ch02-teaching-revision-2026-09-09` | — |
| [第三章六节重组](ch03-reorganization-2026-09-09/README.md) | `ch03-reorganization-2026-09-09` | — |
| [第四章结构重组校验](ch04-reorganization-2026-09-10/) | `ch04-reorganization-2026-09-10` | — |
| [第四章 4.6 与 4.8 的整合](ch04-section-integration-2026-09-10/README.md) | `ch04-section-integration-2026-09-10` | — |
| [第四章全章连贯性复核](ch04-whole-chapter-review-2026-09-11/README.md) | `ch04-whole-chapter-review-2026-09-11` | — |
| [第 5 章结构重组](ch05-reorganization-2026-09-10/README.md) | `ch05-reorganization-2026-09-10` | — |
| [第 6 章结构重组](ch06-reorganization-2026-09-10/README.md) | `ch06-reorganization-2026-09-10` | — |
| [第七章中文表达修订](ch07-language-revision-2026-09-10/README.md) | `ch07-language-revision-2026-09-10` | — |
| [第七章论证与配图修订](ch07-prose-revision-2026-09-10/README.md) | `ch07-prose-revision-2026-09-10` | — |
| [第 7 章设计原理重组](ch07-reorganization-2026-09-10/README.md) | `ch07-reorganization-2026-09-10` | — |
| [第七章教材体例重写](ch07-textbook-revision-2026-09-10/README.md) | `ch07-textbook-revision-2026-09-10` | — |
| [第七章段落衔接与图示修订](ch07-visual-revision-2026-09-10/README.md) | `ch07-visual-revision-2026-09-10` | — |
| [第八、九章的范围修订](ch08-ch09-scope-revision/README.md) | `ch08-ch09-scope-revision` | — |
| [第 8 章六节重组](ch08-reorganization-2026-09-10/README.md) | `ch08-reorganization-2026-09-10` | — |
| [第九章七节重组](ch09-reorganization-2026-09-10/README.md) | `ch09-reorganization-2026-09-10` | — |
| [第 10 章结构重组](ch10-reorganization-2026-09-10/README.md) | `ch10-reorganization-2026-09-10` | — |
| [第 11 章连贯性与深入推导修订](ch11-coherent-revision-2026-09-10/README.md) | `ch11-coherent-revision-2026-09-10` | — |
| [第 11 章中文句式与衔接修订](ch11-fluency-revision-2026-09-10/README.md) | `ch11-fluency-revision-2026-09-10` | — |
| [第 11 章中文表达修订](ch11-language-revision-2026-09-10/README.md) | `ch11-language-revision-2026-09-10` | — |
| [第 11 章结构重组](ch11-reorganization-2026-09-10/README.md) | `ch11-reorganization-2026-09-10` | — |
| [第 11 章量化叙述与插图修订](ch11-teaching-revision-2026-09-10/README.md) | `ch11-teaching-revision-2026-09-10` | — |
| [第 11 章段落衔接与图示修订](ch11-visual-narrative-2026-09-10/README.md) | `ch11-visual-narrative-2026-09-10` | — |
| [第十二章中文用词与句子润色](ch12-language-revision-2026-09-10/README.md) | `ch12-language-revision-2026-09-10` | — |
| [第十二章数字论证与插图修订](ch12-prose-revision-2026-09-10/README.md) | `ch12-prose-revision-2026-09-10` | — |
| [第 12 章结构重组](ch12-reorganization-2026-09-10/README.md) | `ch12-reorganization-2026-09-10` | — |
| [第十二章教材体例重写](ch12-textbook-revision-2026-09-10/README.md) | `ch12-textbook-revision-2026-09-10` | — |
| [第十二章段落衔接与直观配图](ch12-visual-revision-2026-09-10/README.md) | `ch12-visual-revision-2026-09-10` | — |
| [第 13 章拆分记录](ch13-redistribution-2026-09-09/README.md) | `ch13-redistribution-2026-09-09` | — |
| [草案 11 与当前逐章 Markdown 大纲的完整对照](draft11-outline-audit/report.md) | `draft11-outline-audit` | 6 |
| [草案 14／15 新增内容的后续保留情况](draft14-15-outline-audit/report.md) | `draft14-15-outline-audit` | — |
| [概念覆盖补齐：计划与执行记录（2026-09-11）](gap-plan-2026-09-11/README.md) | `gap-plan-2026-09-11` | 12 |
| [草案 22：从资料目录到跨层设计方法](outline-revision-2026-09-08/README.md) | `outline-revision-2026-09-08` | — |
| [“保存”用语审校](save-wording-review-2026-09-10/README.md) | `save-wording-review-2026-09-10` | — |
| [全书去翻译腔修订前的章节快照](translationese-pass-2026-09-11/) | `translationese-pass-2026-09-11` | — |