--- title: "No need to change the model weight!Google open-source brand framework Harness2: Let AI run self-repair and run full scores – industry dynamics – ITBear technology information" description: "No need to change the model weight!Google open-source brand framework Harness2: Let AI run...: 15 articles from 12 outlets in 5 languages, each linked to its own source." canonical: https://monitor.paciva.ai/story-no-need-to-change-the-model-weight-google-open-source-brand-framework-ha source: AI News Monitor publisher: Paciva license: CC BY 4.0 updated: 2026-11-11T12:27:15.376Z --- > No need to change the model weight!Google open-source brand framework Harness2: Let AI run...: 15 articles from 12 outlets in 5 languages, each linked to its own source. Read on the web: https://monitor.paciva.ai/story-no-need-to-change-the-model-weight-google-open-source-brand-framework-ha The record behind this page is public and citable. Every figure has a dated row behind it, and the rows are at https://monitor.paciva.ai/api/ledger # No need to change the model weight!Google open-source brand framework Harness2: Let AI run self-repair and run full scores – industry dynamics – ITBear technology information Every article the Monitor has on this event, each linked to the outlet that published it. The line above is the headline itbear.com.cn published, not a summary written here. As published, in Chinese: "无需改模型权重！谷歌开源王牌框架 Harness²：让 AI 运行中自我修补，跑分全面暴涨-业界动态-ITBear科技资讯", machine translated. Event started Oct 19, 7:15 AM EDT. Newest coverage on file Oct 21, 10:45 AM EDT. No development has been recorded, separate from coverage arriving. This page was last built from a pipeline run at Nov 11, 7:27 AM EST. Grouped by title similarity, assembly s1, merge threshold 0.25. [How stories are grouped](https://monitor.paciva.ai/technique#stories). This grouping is flagged for editorial review. This window grouped items that already belong to 4 stories. Nothing was merged automatically. ## What is on file, and what is not Three bands, split by what the source is rather than by what it says. The band a piece of coverage lands in comes from a public registry of the domain that published it, not from any reading of the article. ### ["无需改模型权重！谷歌开源王牌框架 Harness²：让 AI 运行中自我修补，跑分全面暴涨-业界动态-ITBear科技资讯"](https://www.itbear.com.cn/html/2026-10/1575791.html) ### ["DeepSeek Open-Sources DeepInfer Inference Framework · Digg"](https://digg.com/ai/dbe6duuu) ### ["DeepSeek全面开源推理框架：兼容英伟达、华为昇腾芯片，单集群日吞吐155万亿Token，每卡每小时收入38美元"](https://wallstreetcn.com/articles/3784020) ### ["DeepSeek全面开源推理框架，"降低算力成本、减少能源消耗"|公有云"](https://www.163.com/dy/article/L9N03FEN0519C6T9.html) ### ["DeepSeek宣布：将内部推理框架DeepInfer全面开源"](https://www.163.com/dy/article/L9MVF8TA051481US.html) ### ["GitHub - deepseek-ai/DeepInfer: DeepInfer: High-performance, large-scale inference framework for DeepSeek models"](https://github.com/deepseek-ai/DeepInfer) ### ["DeepSeek veröffentlicht seine Inferenz-Software als Open Source"](https://www.drweb.de/deepseek-deepinfer-inferenz-open-source/) ### ["一张卡每小时收入38美元！DeepSeek开源推理框架并披露账本"](https://www.163.com/dy/article/L9N4V9DQ0519DDQ2.html) ### ["突发，DeepSeek重磅开源核心推理引擎！"](https://www.163.com/dy/article/L9NA9ILJ0511ABV6.html) ### ["DeepSeek开源推理框架，AI白菜价时代脚步近了"](https://baijiahao.baidu.com/s?id=1879567494436694032) ### ["DeepSeek开源内部推理框架DeepInfer 优化大规模模型部署_新闻频道_中华网"](https://news.china.com/socialgd/10000169/20261020/49806090.html) ### ["DeepInfer, open-source framework pro inferenci modelu DeepSeek"](https://www.abclinuxu.cz/zpravicky/deepinfer-open-source-framework-pro-inferenci-modelu-deepseek) ### ["DeepSeek open-sources DeepInfer, the inference framework behind its production services"](https://siliconangle.com/2026/10/20/deepseek-open-sources-deepinfer-the-inference-framework-behind-its-production-services/) ### ["DeepSeek makes DeepInfer open source to cut AI costs"](https://aibusiness.com/generative-ai/deepseek-makes-deepinfer-open-source-cut-ai-costs) ### ["DeepSeek met en open source DeepInfer, le framework d'inférence qui alimente ses services de production à grande échelle, pour l'instant limité à DeepSeek-V4.1-Flash"](https://intelligence-artificielle.developpez.com/actu/388286/DeepSeek-met-en-open-source-DeepInfer-le-framework-d-inference-qui-alimente-ses-services-de-production-a-grande-echelle-pour-l-instant-limite-a-DeepSeek-V4-1-Flash/) [Submit an article](https://monitor.paciva.ai/notes?skind=article&sctx=No%20need%20to%20change%20the%20model%20weight!Google%20open-source%20brand%20framework%20Harness2%3A%20Let%20AI%20run%20self-repair%20and%20run%20full%20scores%20%E2%80%93%20industry%20dynamics%20%E2%80%93%20ITBear%20technology%20information#suggest) ## What actually moved Documents, statements by a named party, and entries an editor has made. Coverage is not a development, and it is kept below. Nothing here yet. A development is a primary document or a government record arriving, a named party publishing a statement of its own, or an entry an editor has made. Outlets repeating one report are coverage, and they are in the timeline below. ## When each outlet carried it One entry the first time an outlet publishes, and a later entry from the same outlet when it publishes again more than six hours on, which is usually a follow up rather than a repeat. A document is always listed. Times are US Eastern. ## People, coverage and context ## What changed about this page Grouping is done by rule and corrected by hand. Every correction an editor makes to this story is listed here with its date. [Correct this record](https://monitor.paciva.ai/notes?skind=correction&sctx=No%20need%20to%20change%20the%20model%20weight!Google%20open-source%20brand%20framework%20Harness2%3A%20Let%20AI%20run%20self-repair%20and%20run%20full%20scores%20%E2%80%93%20industry%20dynamics%20%E2%80%93%20ITBear%20technology%20information#suggest) ## Paciva publishes the Monitor. It also builds Pax. Pax is an executive assistant for individuals and a chief of staff to organizations. It runs your day, drafts in your voice, and keeps the noise out across the tools you already use. This site tells you what was said about AI and who said it. Pax is the product Paciva sells, and it has no part in what the Monitor collects, how coverage is ranked, or what a Drift comparison finds. 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