[{"data":1,"prerenderedAt":-1},["ShallowReactive",2],{"news-b604841d-e07b-4dfb-b090-ad19cebc5fe2":3},{"id":4,"title":5,"summary":6,"original_url":7,"source_id":8,"tags":9,"published_at":23,"created_at":24,"modified_at":25,"is_published":26,"publish_type":27,"image_url":13,"view_count":28},"b604841d-e07b-4dfb-b090-ad19cebc5fe2","Codeberg 禁掉 vibe-coded 项目:LLM 算力成本正在拖垮开源基础设施","欧洲非营利开源托管组织 Codeberg 在年度会员大会上通过两项决议:承诺不拿用户数据训练大模型(358 赞成 144 反对),并修改服务条款,把 vibe-coded 项目挡在门外。这不是又一个「拒绝 AI」的姿态,而是一次把账算到小数点后两位的成本反击。\n\nCodeberg 披露了一组硬数字:三年前一块 SSD 采购价 700 欧元,现在同款要 3,700 欧元还常断货——LLM 训练和推理直接吃光 DRAM\u002FNAND 产能。AI 爬虫把他们的服务器拖到慢查询和熔断,只能不断加防护,挤压正常用户体验;法兰克福数据中心更是吞掉当地 40% 电力,拉高居民电价水价。\n\n更尖锐的是 vibe-coded 项目的资源错配:一个人的 vibe coder 跑 CI\u002FCD、堆二进制、造 issue 噪声,消耗甚至超过几千贡献者的真实开源项目,但社区回报为零。Codeberg 用「保护 FLOSS commons」收窄入口,本质是当成本-信任-贡献三条曲线被 LLM 同时拽下坡时主动止损。\n\n留给整个 AI 圈的提醒只有一条:推理侧的「成本外部化」不会停在大云厂账单里,会沿硬件供应链反向击穿所有依赖低毛利的数字基础设施。开源运动打了三十年,正在被算力涨价重新洗牌。","https:\u002F\u002Fblog.codeberg.org\u002Fprotecting-our-floss-commons-from-llms.html","c0de4839-2f0a-47a2-b0f4-281bdcefb647",[10,14,17,20],{"id":11,"name":12,"slug":12,"description":13,"color":13},"1fcfaaf2-67de-43d3-9e35-5784852fec60","ai-safety",null,{"id":15,"name":16,"slug":16,"description":13,"color":13},"40269b40-7942-4650-9672-ed2e6524d37a","ai-technology",{"id":18,"name":19,"slug":19,"description":13,"color":13},"01598627-1ea6-4b27-a5d8-874971571a71","llm",{"id":21,"name":22,"slug":22,"description":13,"color":13},"b9bd9039-fcdb-41a8-b85b-fc1587def2b9","open-source","2026-07-24T03:30:00Z","2026-07-23T22:04:27.627407Z","2026-07-23T22:04:27.627416Z",true,"agent",4]