Open-Source

“Three institutionally new placements on Chinese open source, at three different surfaces, in the same week. First, the PyTorch Foundation (a Western-neutral foundation under the Linux Foundation) formally grants China’s four largest AI companies — Alibaba Cloud and Cambricon as Platinum members with Governing Board + Technical Advisory Council seats each, and Ant Group as a Gold member — joining Huawei’s 2023 entry and its documented success in making Ascend NPU the first non-NVIDIA platform in PyTorch, converting the Chinese AI-industry’s already-large contributor base (250+ Chinese organizations contributing to DeepSpeed, Helion, PyTorch, Ray, Safetensors, vLLM) into a structured governance-represented position inside a Western foundation’s decision-making body — a structurally new institutional move on the same Western-neutral-foundation question that this series’ September 5 (Ren Xudong) and September 7 (Huawei AAIF entry) briefings first observed at the AAIF layer, now documented at the PyTorch layer with actual board seats. Second, Bloomberg (September 4, 2026) documents that DeepSeek plans to deploy at least 160,000 Huawei Ascend 950DT accelerators at a ~1-gigawatt data center in Ulanqab, Inner Mongolia — approximately a $2.56 billion order that, if filled, would become one of the largest known clusters of Chinese-designed AI accelerators anywhere, with the institutionally critical qualification that DeepSeek is not using the chips for training — training remains on NVIDIA — but only for inference, a fact that complicates the decoupling-milestone reading that the order’s scale would otherwise invite. Third, the 2026 Open Source Innovation Development Conference (2026开源创新发展大会) held in Shanghai on September 4, 2026, organized by the Shanghai Open Source Information Technology Association under the World Open Source Development Conference筹备 (planning committee) umbrella, formalized three institutional objects in a single session: the ‘Open Source Innovation International Cooperation Declaration’ (开源创新国际合作宣言书), the Shanghai Open Source Industry Investment Fund (上海开源生态产业投资基金, unveiled at Shanghai East Hub International Business Cooperation Zone’s promotion event), and a coordinated industrial-support panel including Muxi Integrated Circuits (沐曦), COPU, and the Tiangong Kaiwu Open Source Foundation — the first documented municipal-scale open-source-industrial-fund unveiling in a conference setting that pairs with the national-level industrial-policy framing (MIIT Liu Yulin, August 28 briefing). Together, the three events document that China’s open-source institutional architecture is now simultaneously being formalized at the Western-foundation governance-seat layer (PyTorch Foundation), the domestic-silicon-decoupling layer (DeepSeek × Ascend 950DT), and the municipal-industrial-fund layer (Shanghai Open Source Industry Investment Fund) — three institutional surfaces on the same unsolved object: the institutional identity of Chinese open source across the Western-neutral-foundation / domestic-silicon-substitution / municipal-industrial-policy borders.”

Otero & Verhulst (2026, arXiv 2609.01773) 提出 4Ps 框架，把「开放标准」与「开放治理」拆成两个独立维度：规格的开放不等于治理的开放。这是大分流 2.0 中『行政式开源=开放标准+汲取治理组合』最锋利的学术命名——『internal governance cannot solve alone an external structural problem』是全文最锋利的句子，也是治理决定论最有力的学术反驳。

“Two institutional moves on Chinese open source at two different surfaces, in the same week. First, CCTV Finance’s national-level educational program (中国经济大讲堂, September 6, 2026) — China’s first state-media codification of an open-source-as-national-economy strategy, broadcasting to a general audience a three-axis framework (open source as road-building rather than city-building; open source as changing-the-road-and-outrunning rather than ceding position; open source as not-simplistic-borrowing rather than free-take — with an explicit disclaimer that ‘open ≠ free’ and ‘open ≠ ceding core competitiveness’), alongside documented scale figures (DeepSeek R1 MIT license driving retraining/redistribution; OpenHarmony’s 600+ ecosystem partners; openEuler’s ten-million-unit install base displacing foreign closed-source systems; Chinese open-source models’ global downloads surpassing 100 billion; Hugging Face’s 41% Chinese-model share — the largest share on the platform; the OpenAtom Foundation’s Humanoid Robot open-source community co-built by hundreds of industrial-chain units). Second, and independently, a private-equity control structure — Jiashu Investment (嘉树投资) — has now become the chairman of both Tongxin Software (统信软件, UOS) and FangDe (中科方德), two of the top three desktop OS vendors in the Chinese market, in a single move that follows Fangde’s August 27 capital injection (Jiashu: 0 → 12.01%) and September 2 old-share acquisition (12.01% → 30.51%). Together, the two events document a structurally new institutional layer on the operating-system layer that the prior nine briefings did not yet observe: state-media ideological codification at one end and private-equity chairman-consolidation at the other, both operating within the same China Center for Information Security certification-access regime that governs the desktop-OS market.”

Kim 等 (2026, arXiv 2609.05395, EMNLP Industry) 提出 KOPA-Bench——145 个真实韩国公开 API 多步任务基准，用 EDGE 数据合成框架把 9B 开源 LLM 拉到接近 27B 未微调模型水平。这是『数据主权法规反向驱动开源供给』的第一次实证：制度环境层（Williamson L2）绕过治理机制直接压 L4 技术栈，开源从审美偏好升级为合规义务——但开源的能力供给缺口尚未填上。

“凤凰 AI研究院 dialogue with Wang Chenglu (王成录, deepin AI Labs / 深开鸿 CEO, ex-Huawei HarmonyOS co-creator, 24-year Huawei veteran, Harbin Institute of Technology PhD) publishes the first-documented institutional reading of the OpenHarmony base layer by the ex-Huawei architect who now runs the ecosystem’s second-largest contributor: OpenHarmony has reached 14 billion device installs, of which only ~3 billion are Huawei phones and 11 billion are non-Huawei devices — the article’s own claim; Huawei’s contribution share inside the OpenHarmony community has declined from ~90% to ~70% (Wang Chenglu’s own framing of a “natural process”); 哈勃投资 (Hubble Investment, Huawei’s venture arm) held a 20% stake in 深开鸿 at founding — an outlier for Hubble’s usual <10% rule; 深开鸿 has been led for four years by Wang Chenglu after he left Huawei in 2022 with what Ren Zhengfei framed as “the widest moat for Huawei itself” — an institutional fact about the vendor-foundation separation that the previous briefings’ Western-neutral-foundation question did not document at the vendor-official agenda layer; the article documents the M-Robots OS donation to OpenAtom Foundation and OpenAtom’s own official timeline of M-Robots OS 1.0 (April 2025) → full open-sourcing (July 2025) → donation with independent PMC (November 2025) → 2.0 release (May 2026), which is the vendor-foundation separation pattern being applied to a new domain (robot operating systems) with a 76% dependency-on-foreign-ROS base as the diagnostic; 工信部 (MIIT) is described as pushing a unified IoT interconnection standard for OpenHarmony — an administrative-industrial-policy placement that pairs with the September 6 briefing’s MIIT AI SME Startup Support Plan; the article’s own claim that 深开鸿’s 2028 target is to become “a pure ecosystem-platform enterprise, like today’s Google or Microsoft” and that “the base layer for the Internet of Everything is most likely to be realized in China” — a structurally new vendor-official claim that pairs with the “万物互联的底座=未来谷歌微软” framing in the WeChat input’s own metadata.”

Mitic 等 (2026, arXiv 2609.01275) 首次把前沿 LLM 系统定义为『宪法性制度』，用 23 个前沿 LLM 原型 × 1649 名美国参与者的匹配审计，实证发现前沿 AI 的隐宪只覆盖公众价值需求的 ~2%——37% 的用户『宪法无处可归』。这是阿西莫格鲁『包容性 vs 汲取性制度』在 AI 价值层最锋利的实证：开源从『审美偏好』升级为『包容性制度的必要条件』，闭源主权不是代码，是宪法起草权。

“Two institutionally new placements on the AAIF / Western-neutral-foundation question in the same 48-hour window — (1) Huawei’s Chief Open-Source Contact Officer Zhang Shanzhou (张山舟, the article’s own name for Ren Xudong’s AAIF-side role at AGNTCon + MCPCon China 2026, Shanghai, September 6–7) delivers the first Huawei keynote on the Agentic AI Foundation (AAIF) that formally names Huawei as one of the first Chinese enterprises to join AAIF (首批加入 AAIF 的中国企业), offers an L1–L5 Agent-AI evolution ladder with three agent-native paradigm shifts (project / organization / infrastructure), positions openJiuwen at 40K+ stars / 3M downloads / 650 contributors / 50+ industry deployments, introduces A2A-T (a telco-scoped extension of Anthropic’s A2A protocol) and OpenAN (open-sourced with China Mobile and Orange), and closes with a lineage framing of Huawei’s 2015 CNCF founding membership as the precedent for today’s AAIF entry — a structurally new institutional move that absorbs the vendor-official analytical layer’s AAIF-seat recommendation (from the September 5 Ren Xudong essay) into a vendor-official agenda; (2) COPU’s WeChat account, citing COPU Deputy Secretary-General Tan Zhongyi’s on-the-ground confirmation, documents that Lu Shouqun’s keynote at KubeCon China 2026 is scheduled as the opening session (September 8, 09:00, Shanghai International Convention Center) and that CNCF + OpenInfra + PyTorch will jointly present Lu Shouqun with a "Lifetime Achievement Award for Open Source Leader" (开源领袖终身成就奖) — the first-documented Western-foundation-layer formal award to a COPU-named Chinese institutional voice at the KubeCon-China stage, and a structurally new move on the same Western-neutral-foundation question the September 5 Ren Xudong essay first raised.”

艾克斯罗德在 1980 年的《合作的进化》用两场重复囚徒困境锦标赛发现：在最简策略『一报还一报（Tit for Tat）』胜出的那一刻，开源社区治理的四个制度属性——善良性 / 可激怒性 / 宽容性 / 清晰性——被一次性锁定。这本书不是《文明》里的道德训诫，是开源治理机制的设计原型：copyleft 的报复性、meritocracy 的清晰性、治理结构的宽容性，全都源自同一个演化实验。

Blind & Schubert (2023) 用 32 国 × 19 年的跨国面板数据首次量化开源对 GDP 的净影响：本国贡献因知识溢出而扣减国内 GDP（-2.7%），但全球 OSS 存量提升所有国家 GDP（+4.9%），净效应 +2.2%——开源第一次被作为『生产要素』而非『文化理想』纳入宏观经济学计量。这是 Nagle $8.8T 估值论文的国家层面互补，也是新制度经济学『公共知识池』命题第一次在面板数据上被严格验证。