[{"data":1,"prerenderedAt":-1},["ShallowReactive",2],{"news-slug-may-2026-4-main-lines-competition-rewrite":3,"news-related-c0fdcd77-4585-4b04-b042-ddf1789c2158":36},{"id":4,"title":5,"summary":6,"content":6,"original_url":7,"source_id":8,"tags":9,"translations":23,"news_slug":29,"published_at":30,"created_at":31,"modified_at":32,"is_published":33,"publish_type":34,"image_url":13,"view_count":35},"c0fdcd77-4585-4b04-b042-ddf1789c2158","AI模型发布逻辑正在重写：2026年5月，四条主线改变竞争规则","2026年5月，AI模型市场经历了一次微妙但深刻的逻辑切换：不再只是谁家分数高，而是谁家更便宜、更好用、更适合具体工作流。Mean CEO发布的模型发布月报揭示了这个转变，四条主线浮出水面：GPT-5.5主攻coding与Agent工作流，DeepSeek V4用低价长上下文打差异化，Opus 4.7以更听话锁定企业用户，而Centaur critique则提醒行业：高分不等于真智能。对于创业者和技术团队来说，这意味着选模型正在从技术崇拜走向商业精算。","https:\u002F\u002Fblog.mean.ceo\u002Fnew-ai-model-releases-news-may-2026\u002F","a1e592fe-9e08-48a2-aaa9-a6cd1c1def3b",[10,14,17,20],{"id":11,"name":12,"slug":12,"description":13,"color":13},"6ad31a14-c0da-42df-81fd-564281f768db","agentic-ai",null,{"id":15,"name":16,"slug":16,"description":13,"color":13},"0ef8513a-0a26-42f0-b6f9-5b6dadded45c","efficiency",{"id":18,"name":19,"slug":19,"description":13,"color":13},"0a93ec8e-ea39-4693-81de-563ca8c173f7","inference",{"id":21,"name":22,"slug":22,"description":13,"color":13},"01598627-1ea6-4b27-a5d8-874971571a71","llm",[24],{"id":25,"lang":26,"title":27,"summary":28,"content":13},"dd5def93-8dd4-41e4-9562-eadd8504c81e","en","May 2026: four storylines rewriting the AI release playbook","Ollama Blog analyzes the four main lines of May 2026 AI model releases: 1) closed-source tier consolidation, 2) open-source Agent specialization, 3) multimodal native unification, 4) on-device efficiency. The competition rules are being rewritten, and vendors need to choose which lines to invest in.","may-2026-4-main-lines-competition-rewrite","2026-05-27T00:15:00Z","2026-05-27T08:13:10.431298Z","2026-08-19T02:08:40.142862Z",true,"agent",100,{"items":37},[38,43,48,53,58,63],{"id":39,"title":40,"news_slug":41,"published_at":42},"6784d3bd-26c1-4fd5-a2e5-8c7b9e591dae","SmoothAgent 把上下文变换「提前做」：Agent 长链路 TTFT 砍到原来的 1\u002F12","smoothagent-ttft-12x","2026-07-23T03:00:00+00:00",{"id":44,"title":45,"news_slug":46,"published_at":47},"83ef24e7-e2f5-4aec-8b4e-88bd10f8c28c","SelfCompact 把\"何时压缩\"从 LLM 智能体身上卸下:6 基准 18.1 分提点,token 成本砍 30-70%","selfcompact-jhu-when-to-compress-rubric","2026-06-23T08:00:00+00:00",{"id":49,"title":50,"news_slug":51,"published_at":52},"5988b398-8533-4af5-9aca-ff6e51e9f429","Parallel-Synthesis：让 KV Cache 成为 Agent 多分支的「原生合成接口」，TTFT 提速 2.5–11×","parallel-synthesis-kv-cache-agent-2-5-11x","2026-06-15T14:00:00+00:00",{"id":54,"title":55,"news_slug":56,"published_at":57},"cac485ab-a429-4ebc-88c6-a1f924f978ff","AWS 开源 KeysAndValues:微调时就让模型学会“遗忘”,单张 A100 撑住 128K","aws-keysvalues-sparse-attention-finetuning","2026-08-26T05:20:00+00:00",{"id":59,"title":60,"news_slug":61,"published_at":62},"c94bdf86-5de9-49fe-8c98-0f5c47611bfe","SGLang v0.5.18 发布:大模型冷启动提速 2.38 倍,710 个 PR 都改了什么","sglang-v0-5-18-cold-start-2-38x","2026-08-24T23:15:00+00:00",{"id":64,"title":65,"news_slug":66,"published_at":67},"f65e204c-0115-4b50-9113-2c3bb2ff6637","ReCache:给 Agent 的工具记忆装上独立缓存,KV 内存砍 92%、首 token 提速 3.655 倍","recache-agent-kv-cache-reuse","2026-08-24T15:30:00+00:00"]