v1.1 · 章节重构
TL;DR
本次发布以 Harness-Reports-260912 内容库为事实源，对规约站点做了一次彻底的信息架构重构：
由旧的六章节（概述/白皮书/行业赋能/产业协同/市场研究/参考信息）改为四章节 + 首页 + 版本发布；
移除「产业协同」等旧章节，全量逐篇建页，恢复中英双语，旧内容一律归档不删除。
1. 章节结构
新站点按四个模块组织，加首页与版本发布共六项导航：
| 导航 | 章节 | 内容 |
|---|---|---|
| /spec/ | 首页 | 核心观点卡片 + 章节导航 |
| /spec/overview/ | 概述 | 介绍与定义、发展历史、架构演进、未来发展、总结、参考资料（6 篇） |
| /spec/whitepaper/ | 白皮书 | 引言、定义、架构、实践、基准、产业格局、治理与风险、发展展望、术语表、参考资料（10 篇） |
| /spec/industry/ | 行业赋能 | 8 个行业组 × 45 个方向（含组概述共 53 页） |
| /spec/market/ | 市场研究 | 7 个赛道 × 93 个平台（含组概述共 100 页） |
| /spec/releases/ | 版本发布 | v1.1 当前版本说明 |
2. 变更要点
- 内容源切换：以
assets/Harness-Reports-260912（信息截止 2026-09-12）为事实源，迁移至assets/references/ai-harness-v2/供构建期自动派生文档信息。 - 全量建页：概述 6、白皮书 10、行业赋能 53、市场研究 100，逐篇建页（.astro 双语页面），共 170 余页。
- 双语恢复：每页恢复
.lang-zh/.lang-en双语言区块，英文为中文的忠实翻译。 - 旧内容归档：旧六章节全部页面移入
src/pages/_archive/spec-v2/（Astro 忽略下划线前缀目录，不发布）；站内不再出现旧章节链接。
3. 兼容与迁移
- 旧板块「产业协同 / collaboration」（3 产业 × 六何法）、「市场研究旧平台/场景/工具」、旧「参考信息 / references」不再作为独立章节发布，内容归档不予展示。
- 站内导航由
src/data/specNav.ts单一数据源驱动，页面 URL 与其严格一致；文档信息卡由src/lib/doc-meta.ts构建期从前言元数据自动派生。 - 站点版本号保持 1.1.0.dev 不变（用户约定，不随内容迭代递增）。
4. 变更历史
本节记录 v1.1 发布后的内容增量同步（依据 CONTEXTS.md 维护策略：源库变更 → 站点增量更新 → 双语同步 → 变更留痕）：
| 日期 | 基线快照 | 最新快照 | 源库变更 | 站点变更 |
|---|---|---|---|---|
| 2026-09-15 | Harness-Reports-260911 | Harness-Reports-260914 | 125 篇文档更新（0 新增 / 0 删除；源库说明 README 随快照跟踪、不生成页面） | 21 页内容合并（中英双语同步）+ 1 页新增（白皮书 / 增量维护白皮书）；19 个英文区块重建/修复（含 12 个存量损坏 EN 区块）；图表保留站内主题感知版本 |
| 2026-09-15 | — | — | — | 站点侧优化：参考资料序号改为「·」样式、行内代码底色改为主题色；新增内嵌图 5 幅（概述 4.8 依赖关系图、发展历史 1.3 时间轴速览、架构演进 2.2 分层设计总图、白皮书 4.8 依赖关系图、白皮书 2.2 总体架构图）；概述参考资料移除「增量资讯来源」节；重建白皮书「治理与风险」英文区块（清除中英混杂、修复 2 处损坏表格）；移除「增量维护白皮书」页，其增量更新日期与内容并入 4.1 节 |
4.1 快照增量明细（2026-09-14 · Harness-Reports-260914）
原「增量维护白皮书」页已从白皮书章节移除，其「当前版本状态」中的增量更新日期与内容并入本节（快照机制、更新流程与质量门禁等过程性说明不再展示）。
快照信息
| 项 | 值 |
|---|---|
| 快照文件夹 | Harness-Reports-260914 |
| 上一快照 | Harness-Reports-260913 |
| 快照内文档总数 | 189 篇 Markdown（另含 CHANGELOG.md 变更记录，不计入基线） |
| 内联 SVG 图表块 | 与上一快照一致（140 篇文档含图），本日未新增图表 |
| 信息截止 | 2026-09-14（当日检索执行日；全部收录事件日期 ≤ 2026-09-13） |
| 触发方式 | 自动化任务「AI Harness 调研库每日增量更新」按小时轮询（当天快照已存在即退出，实际每日至多执行一次） |
| 交付方式 | 更新完成后自动提交并推送至 origin/main（Gitee imstore/ai-harness），提交信息 feat: daily snapshot <YYMMDD> - <摘要> |
当日变更清单（2026-09-14）
| # | 类型 | 变更内容 |
|---|---|---|
| 1 | 待核实关闭 / 证据升级 | NVIDIA 协议收购 Hugging Face 关闭 [待核实]：260913 快照的两源口径冲突经多源一致与 SEC 8-K 佐证关闭（约 129.3 亿美元；09-02 签署、09-03 宣布、预计 2027 上半年交割），升级为 A 级并写入概述 02-发展历史.md §5.5、04-未来发展.md §4.3、白皮书 08-发展展望.md §4.3.1 与 10-参考资料.md W80m |
| 2 | 待核实关闭 / 更名更正 | 云蝶 RoboForge 确认：260913 快照遗留的“云蝶数据 RoboForge”经南方+等权威媒体核实为广州云蝶科技 RoboForge 系统级具身大脑（WRC 2026 与 XAIR Expo 09-03—06 发布，Harness 模块记录任务全流程证据链，与南洋理工大学联合研发；基准登顶数据保留厂商自报 C 级标注）；“系统级具身 Harness”由此从 C 级传闻升级为 B 级具名产品，04-未来发展.md §5 展望表相应条目信心由“低”上调为“中” |
| 3 | 待核实关闭 | Kiro Web GA 确认：官方 FAQ（A 级）确认 Kiro Web 正式可用、纳入 Pro 及以上付费计划、云端算力不单独计费；GA 日期为媒体口径 2026-09-01（B 级，日期仍 [待核实]）；AWS 学生计划（18 国 132 所高校免费一年）一并写入 03-市场研究/01-AI-IDE组/12-kiro.md |
| 4 | 待核实进展 | 小鹏机器人超 9 亿美元融资获周报等多源一致（B 级，[待核实] 移除、注明官方公告未见）；Figure AI—Nscale 算力合作（35 亿美元初始承诺、至多 10 万颗 Vera Rubin）获周报佐证（B 级，官方公告未见，[待核实] 保留） |
| 5 | 增量资讯（模型与工具） | 概述 02-发展历史.md §5.2 并入：Claude Fable 5.1 成为默认模型（09-01，1M 上下文、$10/$50）与 Claude Code 12 版本连发节奏（/diff、/skill-doctor、plugin eval）、Codex CLI 0.154.0（GPT-6 Astra 进选择器与 Bedrock、rollout token 预算）、Copilot HydraFusion、Gemini 3.8 Flash（09-02） |
| 6 | 平台动态 | 市场 03-github-copilot.md：09-07 周更（Jira 集成、HydraFusion、VS Code 1.137 任务调度与语音）与 09-11 代码评审集成式闭环（自动 resolve、上下文感知提交信息、ensemble 评审 +47%/+31%/-8%，厂商自报）写入 §1.2 与 §5.5；05-codex-cli.md：0.154.0 版本线与 rollout token 预算（L6 预算护栏）写入 §1.2 与 §5.6；21-openai-agents-api.md：Cirridae 案例 [待核实] 经官方发布口径核对移除 |
| 7 | 平台动态 | 市场 01-cursor.md：删除 §7.5「当日增量」日期块，Projects（Beta）并入 §5.3 L3 编排层（编排层对象化论述）、Self-Hosted Machines 并入 §4.3 执行与隔离模型 |
| 8 | 增量资讯（治理） | 白皮书 07-治理与风险.md §4.3 新增智能体时代两项证据：OpenAI 智能体滥用 RubyGems 事件复盘（2026-05 发生、09 月调查发布，B 级）与 MCP ToolAnnotations 默认值分析（未标注工具默认视为可破坏，09-12，B 级）；10-参考资料.md 新增 W80n / W80p |
| 9 | 增量资讯（资本） | 概述 04-未来发展.md §4.3（更名“市场与产业动向”）：超维动力、小鹏机器人、云蝶科技三项中国具身智能事件并入；NVIDIA—HF、Figure—Nscale、Gemini 3.8 Flash（成本度量从单价转向任务成本）并入全球产业论述 |
| 10 | 正文合并（新机制首个遗留项执行） | 按增量并入正文机制完成清理：02-发展历史.md「增量记录 · 2026-09-12/13」、04-未来发展.md「增量动态 · 2026-09-12/13」、白皮书 08-发展展望.md §4.3.1/§4.3.2 两个「当日增量」日期段、市场 01-cursor.md §7.5 全部并入正文并删除；白皮书增量段合并为 §4.3.1「产业动向补充证据（2026-09，由两轮快照增量合并）」 |
| 11 | 参考资料 | 概述 06-参考资料.md：三个日期来源段合并为单一「增量资讯来源（2026-09-12 起快照增量，逐日并入正文）」并更新 18 条（含 NVIDIA—HF 关闭、云蝶更名、Kiro 官方 FAQ、AWS 学生计划、RubyGems 调查、MCP 注解分析等新来源）；白皮书 10-参考资料.md W80c—W80f 升级更正、删除与 W80j 重复的 W80e、新增 W80l—W80q |
| 12 | 格式统一 | 11 篇正文变更文件中的 ASCII 直引号包裹中文文本统一为全角引号（311 处，与 STYLE.md 全角标点规范对齐；未触及标题与代码块，锚点经核验无影响） |
| 13 | 索引与元信息 | 快照 README.md 信息截止与建档日期更新为 2026-09-14；全部变更文件 Front Matter updated 刷新；08-发展展望.md §6.1 时间截面更新为 2026-09-13 |
结论变化
无结论级变化。本日最重要的成果是遗留事项集中关闭：260913 快照 §7.4 挂起的 6 项 [待核实] 中 3 项关闭（NVIDIA—HF 并购、云蝶 RoboForge、Kiro Web GA）、2 项取得实质佐证（小鹏融资、Figure—Nscale）、1 项维持挂起（OpenAI 3.1:1 与 Antigravity TCSBench 原始 URL 未核验，属来源核验类遗留）。“系统级具身 Harness”判断由 C 级传闻升级为 B 级具名产品支撑，方向不变、信心上调。
遗留事项
- 已关闭（本轮）：NVIDIA—Hugging Face 并购（升级 A 级入正文）；云蝶 RoboForge（确认存在并更名云蝶科技）；Kiro Web GA（官方 FAQ 确认可用性，仅日期口径待确认）；小鹏机器人融资（多源一致，移除
[待核实]）。 - 维持挂起：Figure AI—Nscale 算力协议（周报佐证，官方公告未见）；Kiro Web GA 具体日期与 AWS 学生计划公告具体日期（媒体/官方口径缺日期）；OpenAI 研究组织使用数据（3.1:1）与 Antigravity Teamwork 数字（TCSBench 71%）原始博文 URL 未直接核验。
- Gemini 3.8 Flash 官方公告原文 URL 未直接抓取（细节经两家媒体交叉核对，A级公告 URL
[待核实]），下轮可补抓官方博客原文。 - 全库尚有约 50 篇文档无配图，均为工具/规范型文档，按既定策略不配图。
02-行业赋能/01-AI-Infra组/AGENTS.md第 142 行仍写“全库信息截止 2026-09-12”——组级 AGENTS.md 属“不随每日增量更新”白名单，待行业范式或口径实质变化时统一刷新。- 正文合并机制已首次执行完毕（260913 遗留项关闭）：本快照正文不再含逐日“当日增量 / 增量动态”日期块；后续快照沿用“增量即并入正文”纪律，无需再做存量合并。
v1.1 · Chapter Restructure
TL;DR
This release takes the Harness-Reports-260912 content library as the source of truth and performs a thorough information-architecture restructure of the spec site:
from the old six chapters (Overview / Whitepaper / Industry / Collaboration / Market / References) to four chapters + home + releases.
The legacy "Collaboration" and other old chapters are removed; every page is built individually with full bilingual content; old content is archived, not deleted.
1. Chapter Structure
The new site is organized into four modules, plus home and releases for six navigation entries:
| Nav | Chapter | Content |
|---|---|---|
| /spec/ | Home | Core opinion cards + chapter navigation |
| /spec/overview/ | Overview | Intro & Definition, History, Architecture Evolution, Future, Summary, References (6 docs) |
| /spec/whitepaper/ | Whitepaper | Introduction, Definition, Architecture, Practice, Benchmark, Landscape, Governance & Risk, Outlook, Glossary, References (10 docs) |
| /spec/industry/ | Industry | 8 industry groups × 45 directions (53 pages incl. group overviews) |
| /spec/market/ | Market | 7 tracks × 93 platforms (100 pages incl. track overviews) |
| /spec/releases/ | Releases | v1.1 current release notes |
2. Key Changes
- Content source switch:
assets/Harness-Reports-260912(info cutoff 2026-09-12) becomes the source of truth, migrated toassets/references/ai-harness-v2/for build-time document-info derivation. - Full page build: Overview 6, Whitepaper 10, Industry 53, Market 100 — each built as a bilingual .astro page, 170+ pages total.
- Bilingual restored: every page restores
.lang-zh/.lang-enblocks, English being a faithful translation of the Chinese. - Archive old content: all old six-chapter pages moved to
src/pages/_archive/spec-v2/(Astro ignores underscore-prefixed directories — not published); no legacy chapter links remain on the site.
3. Compatibility & Migration
- The legacy "Collaboration" section (3 industries × 6W1H), old Market platforms/scenarios/tools, and the old "References" section are no longer published as standalone chapters; their content is archived and not displayed.
- Site navigation is driven by the single source
src/data/specNav.ts; page URLs match it exactly; the document-info card is auto-derived at build time from front-matter bysrc/lib/doc-meta.ts. - The site version stays at 1.1.0.dev (user convention; not incremented with content iteration).
4. Change History
This section records the content incremental syncs since the v1.1 release (per the CONTEXTS.md maintenance strategy: source-repo changes → site incremental update → bilingual sync → change record):
| Date | Baseline | Latest | Source Changes | Site Changes |
|---|---|---|---|---|
| 2026-09-15 | Harness-Reports-260911 | Harness-Reports-260914 | 125 docs updated (0 new / 0 deleted; the source-repo README is tracked without a page) | Content merged into 21 pages (bilingual zh+en sync) + 1 new page (Whitepaper / Incremental Maintenance); 19 English blocks rebuilt/repaired (including 12 pre-existing broken EN blocks); figures keep the site's theme-aware versions |
| 2026-09-15 | — | — | — | Site-side refinements: reference lists switch to "·" markers; inline code background switched to the theme color; 5 new embedded diagrams (Overview 4.8 dependency diagram, History 1.3 timeline at a glance, Architecture 2.2 layered design diagram, Whitepaper 4.8 dependency diagram, Whitepaper 2.2 overall architecture diagram); removed the "Incremental News Sources" section from the Overview references; rebuilt the English block of the Whitepaper "Governance & Risk" chapter (eliminated mixed Chinese/English, repaired 2 malformed tables); removed the "Incremental Maintenance Whitepaper" page and merged its incremental update date and content into Section 4.1 |
4.1 Snapshot Increment Details (2026-09-14 · Harness-Reports-260914)
The former "Incremental Maintenance Whitepaper" page has been removed from the Whitepaper chapter; its "Current Version Status" (incremental update date and content) is merged into this section. Process-level descriptions (snapshot mechanism, update flow, quality gates) are no longer displayed.
Snapshot Information
| Item | Value |
|---|---|
| Snapshot folder | Harness-Reports-260914 |
| Previous snapshot | Harness-Reports-260913 |
| Total documents in snapshot | 189 Markdown files (plus a CHANGELOG.md change record, not counted in the baseline) |
| Inline SVG figure blocks | Same as the previous snapshot (140 documents with figures); no new figures added today |
| Information cutoff | 2026-09-14 (the day the search was executed; all included events have dates on or before 2026-09-13) |
| Trigger method | The automated task "AI Harness research library daily incremental update" polls hourly (exits if the day's snapshot already exists; in practice it runs at most once per day) |
| Delivery method | After the update completes, it is automatically committed and pushed to origin/main (Gitee imstore/ai-harness), with the commit message feat: daily snapshot <YYMMDD> - <summary> |
Same-Day Change List (2026-09-14)
| # | Type | Change Content |
|---|---|---|
| 1 | Verification closed / evidence upgraded | NVIDIA's agreed acquisition of Hugging Face closes [needs verification]: the two-source basis conflict in the 260913 snapshot is closed by multi-source agreement and SEC 8-K corroboration (~$12.93 billion; signed 09-02, announced 09-03, expected to close in the first half of 2027), upgraded to A-tier and written into Overview 02-Development History.md §5.5, 04-Future Development.md §4.3, and Whitepaper 08-Development Outlook.md §4.3.1 and 10-References.md W80m |
| 2 | Verification closed / name correction | Yundie RoboForge confirmed: the "Yundie Data RoboForge" left in the 260913 snapshot is verified by authoritative media such as Nanfang+ to be Guangzhou Yundie Technology's RoboForge system-level embodied brain (released at WRC 2026 and XAIR Expo 09-03—06; the Harness module records the full-process evidence chain of tasks; co-developed with Nanyang Technological University; the benchmark-top data retains the vendor self-reported C-tier annotation); the "system-level embodied Harness" is thereby upgraded from a C-tier rumor to a B-tier named product, and the confidence of the corresponding entry in the outlook table of 04-Future Development.md §5 is raised from "low" to "medium" |
| 3 | Verification closed | Kiro Web GA confirmed: the official FAQ (A-tier) confirms Kiro Web is generally available, included in the Pro and above paid plans, and cloud compute is not billed separately; the GA date is the media basis 2026-09-01 (B-tier; the date is still [needs verification]); the AWS student program (free for one year at 132 universities in 18 countries) is written into 03-Market Research/01-AI-IDE Group/12-kiro.md |
| 4 | Verification progress | XPeng Robotics' financing of over $900 million is agreed by multiple sources including weekly reports (B-tier; [needs verification] removed, with a note that no official announcement has been seen); the Figure AI—Nscale compute partnership (initial commitment of $3.5 billion, up to 100,000 Vera Rubin chips) is corroborated by weekly reports (B-tier; no official announcement seen; [needs verification] retained) |
| 5 | Incremental news (models and tools) | Merged into Overview 02-Development History.md §5.2: Claude Fable 5.1 becomes the default model (09-01, 1M context, $10/$50) and the consecutive release cadence of Claude Code 12 versions (/diff, /skill-doctor, plugin eval), Codex CLI 0.154.0 (GPT-6 Astra enters the selector and Bedrock, rollout token budget), Copilot HydraFusion, Gemini 3.8 Flash (09-02) |
| 6 | Platform developments | Market 03-github-copilot.md: the 09-07 weekly update (Jira integration, HydraFusion, VS Code 1.137 task scheduling and voice) and the 09-11 integrated code-review closed loop (auto resolve, context-aware commit messages, ensemble review +47%/+31%/-8%, vendor self-reported) are written into §1.2 and §5.5; 05-codex-cli.md: the 0.154.0 version line and rollout token budget (L6 budget guardrail) are written into §1.2 and §5.6; 21-openai-agents-api.md: the Cirridae case's [needs verification] is removed after checking against the official release basis |
| 7 | Platform developments | Market 01-cursor.md: the §7.5 "Same-Day Increment" date block is deleted; Projects (Beta) is merged into §5.3 L3 Orchestration Layer (objectified discussion of the orchestration layer); Self-Hosted Machines is merged into §4.3 Execution and Isolation Model |
| 8 | Incremental news (governance) | Two new pieces of evidence from the agent era are added to Whitepaper 07-Governance and Risk.md §4.3: a postmortem of the OpenAI agent RubyGems abuse incident (occurred 2026-05, investigation released in 09, B-tier) and an analysis of MCP ToolAnnotations default values (unannotated tools are treated as destructive by default, 09-12, B-tier); 10-References.md adds W80n / W80p |
| 9 | Incremental news (capital) | Overview 04-Future Development.md §4.3 (renamed "Market and Industry Trends"): three Chinese embodied-intelligence events — Chaowei Power, XPeng Robotics, and Yundie Technology — are merged in; NVIDIA—HF, Figure—Nscale, and Gemini 3.8 Flash (cost measurement shifts from unit price to task cost) are merged into the global industry discussion |
| 10 | Body merge (first execution of a legacy item under the new mechanism) | Cleanup completed per the increment-into-body mechanism: 02-Development History.md's "Incremental Records · 2026-09-12/13", 04-Future Development.md's "Incremental Dynamics · 2026-09-12/13", the two "Same-Day Increment" date paragraphs in Whitepaper 08-Development Outlook.md §4.3.1/§4.3.2, and Market 01-cursor.md §7.5 are all merged into the body and deleted; the whitepaper incremental paragraphs are merged into §4.3.1 "Supplementary Evidence of Industry Trends (2026-09, merged from two rounds of snapshot increments)" |
| 11 | References | Overview 06-References.md: the three dated source paragraphs are merged into a single "Incremental News Sources (snapshot increments from 2026-09-12, merged into the body day by day)" and 18 entries are updated (including new sources such as the NVIDIA—HF closure, the Yundie name change, the Kiro official FAQ, the AWS student program, the RubyGems investigation, and the MCP annotation analysis); Whitepaper 10-References.md: W80c—W80f are upgraded/corrected, W80e which duplicates W80j is deleted, and W80l—W80q are added |
| 12 | Format unification | ASCII straight quotes wrapping Chinese text in the 11 body-changed files are unified to full-width quotes (311 places, aligned with the STYLE.md full-width punctuation specification; headings and code blocks are untouched, and the anchors are verified to be unaffected) |
| 13 | Index and meta information | The snapshot README.md's information cutoff and file-creation date are updated to 2026-09-14; the Front Matter updated of all changed files is refreshed; 08-Development Outlook.md §6.1's time cross-section is updated to 2026-09-13 |
Conclusion Changes
No conclusion-level changes. The most important outcome of the day is the concentrated closure of outstanding items: of the 6 [needs verification] items pending in §7.4 of the 260913 snapshot, 3 were closed (the NVIDIA—HF acquisition, Yundie RoboForge, Kiro Web GA), 2 obtained substantial corroboration (XPeng's financing, Figure—Nscale), and 1 remains pending (the original URLs for OpenAI 3.1:1 and Antigravity TCSBench have not been verified — a source-verification-type outstanding item). The "system-level embodied Harness" judgment has been upgraded from a C-tier rumor to a B-tier named product, with the direction unchanged and confidence raised.
Outstanding Items
- Closed (this round): the NVIDIA—Hugging Face acquisition (upgraded to A-tier and included in the body); Yundie RoboForge (confirmed to exist and renamed Yundie Technology); Kiro Web GA (availability confirmed in the official FAQ; only the date basis awaits confirmation); XPeng's robotics financing (multi-source agreement;
[needs verification]removed). - Remaining pending: the Figure AI—Nscale compute agreement (corroborated by weekly reports; no official announcement seen); the specific date of Kiro Web GA and the specific date of the AWS student program announcement (no dates in the media/official bases); the original blog URLs for OpenAI's research-organization usage data (3.1:1) and the Antigravity Teamwork figure (TCSBench 71%) have not been directly verified.
- The original URL of the official Gemini 3.8 Flash announcement was not directly fetched (details were cross-checked by two media outlets; the A-tier announcement URL is
[needs verification]); the original text of the official blog can be fetched in the next round. - The whole library still has about 50 documents without figures, all tool/specification-type documents, which per the established policy are not illustrated.
- Line 142 of
02-Industry Empowerment/01-AI-Infra Group/AGENTS.mdstill says "whole-library information cutoff 2026-09-12" — the group-level AGENTS.md is on the "not updated with the daily increment" whitelist and will be refreshed uniformly when the industry paradigm or the basis changes substantively. - The first execution of the body-merge mechanism is complete (the 260913 outstanding items are closed): the body of this snapshot no longer contains day-by-day "Same-Day Increment / Incremental Dynamics" date blocks; subsequent snapshots will follow the "merge increments into the body immediately" discipline, and no further legacy merging is needed.