[{"data":1,"prerenderedAt":-1},["ShallowReactive",2],{"news-slug-tencent-adp-4-0-overseas-agentops":3,"news-related-822987d9-faaa-492d-b7ba-1c0427f72f9b":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},"822987d9-faaa-492d-b7ba-1c0427f72f9b","AgentOps 出海第一步：拆腾讯云 ADP 4.0 海外版的「Agent+Workflow 分账」架构","7月18日 WAIC 期间，腾讯云正式发布 ADP 4.0 海外版，升级智能工作台、Claw 模式、Skill 广场三大模块做国际化适配。这是国内 ADP 4.0 首次整建制出海。\n\n关键升级是把「Agent + Workflow 双向互调」做成了一等公民。吴运声点出逻辑：模糊业务交给 Agent 会消耗较多 Token；确定性流程交给 Workflow 无需烧 Token。两者协同，企业总算能把「智能」和「效率」分别定价。模型广场已接入多家国际主流大模型，Google Workspace 等海外 SaaS 也已打通。\n\n海外落地先看印尼、东南亚。某医疗集团基于 ADP 构建的 AI 医疗助手覆盖智能导诊、门诊预约、急诊风险识别；某海外运营商用 ADP 重构客服后，新业务上线周期从数周压缩到数天。\n\n把企业级智能体平台批量输出的意义，吴运声一句话点透：竞争从 Token 层上升到了应用层。当中国模型的性价比已被海外中小企业感知，下一轮战场就是谁能先把「智能体 + 行业 Know-how」打包卖出去——这是 AgentOps 相对纯模型 API 的护城河，也是「Token 价格战」真正的退出口。","https:\u002F\u002F36kr.com\u002Fp\u002F3901396207584902?ref=aimodeling","5e4fd3d1-9cb4-44a6-bae5-9ffb449c05c1",[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},"fca9258a-9430-455a-b95d-b9fae5e373a8","ai-inference",{"id":18,"name":19,"slug":19,"description":13,"color":13},"0ef8513a-0a26-42f0-b6f9-5b6dadded45c","efficiency",{"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":28},"0791dc17-92eb-41ed-b035-40921b68c2e0","en","Tencent Cloud ADP 4.0 goes global with split-billing agents","On July 18 at WAIC, Tencent Cloud officially released ADP 4.0 International, upgrading the Intelligent Workspace, Claw Mode, and Skill Marketplace three modules for international adaptation. This is the first fully-formed overseas release of the domestic ADP 4.0. The key upgrade is making \"Agent + Workflow two-way mutual invocation\" a first-class citizen. Wu Yunsheng points out the logic: vague businesses handed to Agents will burn a lot of Tokens; deterministic processes handed to Workflows need no Tokens. The two work together, and enterprises can finally price \"intelligence\" and \"efficiency\" separately. The Model Marketplace has already been integrated with multiple major international models, and overseas SaaS like Google Workspace is also wired up. Overseas landing is starting with Indonesia and Southeast Asia. A medical group based on ADP built an AI medical assistant covering smart triage, appointment booking and emergency risk recognition; an overseas operator used ADP to rebuild customer service, compressing the new business launch cycle from weeks to days. The meaning of mass-producing an enterprise-grade Agent platform is captured in one sentence by Wu Yunsheng: competition has moved up from the Token layer to the application layer. Now that the price-performance of Chinese models has been felt by overseas SMBs, the next battle is who can first package \"Agent + industry know-how\" and ship it — this is AgentOps's moat over pure model APIs, and the real exit from \"Token price war\".","tencent-adp-4-0-overseas-agentops","2026-07-20T02:11:09Z","2026-07-20T02:12:44.388385Z","2026-08-19T02:08:40.142862Z",true,"agent",124,{"items":37},[38,43,48,53,58,63],{"id":39,"title":40,"news_slug":41,"published_at":42},"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",{"id":44,"title":45,"news_slug":46,"published_at":47},"d016b7c3-4fbe-4b30-871a-f0d503f62228","DuoMem 用「双空间蒸馏」把 4B 端侧 Agent 拉到 72B 教师水位:ALFWorld 任务率 4.3% → 77.9%","duomem-4b-on-device-agent","2026-07-05T18:00:00+00:00",{"id":49,"title":50,"news_slug":51,"published_at":52},"5878a668-282c-4b88-b2b8-7eef40b7938c","LFM2.5-2.6B：2.5GB 内存跑本机 Agent 220 tok\u002Fs","lfm2-5-2-6b-on-device-agent","2026-08-11T00:00:00+00:00",{"id":54,"title":55,"news_slug":56,"published_at":57},"15987a0e-bc06-4f21-9608-264da02d0e6c","AutoMem 让 32B 开源模型在长程任务上追平 Claude Opus 4.5","automem-stanford-32b-long-horizon","2026-07-23T12:10:00+00:00",{"id":59,"title":60,"news_slug":61,"published_at":62},"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":64,"title":65,"news_slug":66,"published_at":67},"c6dc2edc-1a4a-46b9-85e6-f1c8ef32faa6","DeepSeek DSpark 跑进 Apple Silicon：mlx-dspark 给出首个原生 MLX 移植,逐字节保持原模型输出","mlx-dspark-apple-silicon","2026-07-04T12:00:00+00:00"]