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    },
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    },
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      "title": "NVIDIA FY2027 Q2 业绩",
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      "excerpt": "125B parameters, 6B activated per token",
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      "grade": "A",
      "excerpt": "2026-08-12: Qwen3.8-2.4T-A95B is now available",
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      "excerpt": "Dynamic text leaderboard rechecked; no four-task-family national basket was reconstructed",
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      "url": "https://ifr.org/img/worldrobotics/Executive_Summary_WR_2025_Industrial_Robots.pdf",
      "publishedAt": "2025-09-25",
      "grade": "B",
      "excerpt": "China: 295,045 units. United States: 34,164 units. 2024.",
      "role": "scoring",
      "dateNote": "Publication date; data period is recorded separately",
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      "publishedAt": null,
      "grade": "B",
      "excerpt": "The United States continues to lead in global private AI investment",
      "role": "observation",
      "dateNote": "2026 annual report; exact publication day not reverified; observation only",
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      "title": "Artificial Analysis 模型比较",
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      "publishedAt": null,
      "grade": "B",
      "excerpt": "Dynamic page rechecked; no versioned four-family matched-country export was extracted",
      "role": "observation",
      "dateNote": "Publication date; data period is recorded separately",
      "excerptType": "review note",
      "httpStatus": 200,
      "captureSha256": "1db5c9f45fc67d8b6a5a62c1f802f81c061f0d9790f92db5b43c6fff6b58f631",
      "fetchedAt": "2026-09-16T18:06:00+08:00"
    },
    {
      "id": "NIST",
      "title": "NIST / CAISI 评估目录",
      "url": "https://www.nist.gov/caisi",
      "publishedAt": null,
      "grade": "A",
      "excerpt": "CAISI source directory rechecked; no new matched-country evaluation after the prior review",
      "role": "observation",
      "dateNote": "Publication date; data period is recorded separately",
      "excerptType": "review note",
      "httpStatus": 200,
      "captureSha256": "6b2e38645af6e42baf9c9cfd1b6d6619e097faffdd2807aaac9b2de0e771209a",
      "fetchedAt": "2026-09-16T18:06:00+08:00"
    },
    {
      "id": "SWE",
      "title": "SWE-bench-Live",
      "url": "https://swe-bench-live.github.io/",
      "publishedAt": null,
      "grade": "B",
      "excerpt": "Leaderboard rechecked; latest visible site update remains August 2026 and no complete national basket was extracted",
      "role": "observation",
      "dateNote": "Publication date; data period is recorded separately",
      "excerptType": "review note",
      "httpStatus": 200,
      "captureSha256": "f9da9b7c1fe823f65f6273fcaa47cce31b5634c5459e7eb157c61adb0f138899",
      "fetchedAt": "2026-09-16T18:06:00+08:00"
    },
    {
      "id": "LIVEBENCH",
      "title": "LiveBench",
      "url": "https://livebench.ai/",
      "publishedAt": null,
      "grade": "B",
      "excerpt": "Dynamic leaderboard rechecked; no complete dated matched-country raw table was recovered",
      "role": "observation",
      "dateNote": "Publication date; data period is recorded separately",
      "excerptType": "review note",
      "httpStatus": 200,
      "captureSha256": "4f0e07dcb4bd1a2b1824bef6a4ce367b9ff2ed71445101f06507413d4a2f6841",
      "fetchedAt": "2026-09-16T18:06:00+08:00"
    },
    {
      "id": "ASTRA",
      "title": "OpenAI：GPT-6 Astra 发布说明",
      "url": "https://openai.com/products/release-notes/",
      "grade": "A",
      "publishedAt": "2026-09-03",
      "fetchedAt": "2026-09-11T04:05:07.701943+00:00",
      "role": "release-observation",
      "excerpt": "Released GPT-6 Astra",
      "excerptType": "short extract",
      "verification": "官方网页正文直接读取；性能主张仅作厂商陈述，不计分。"
    },
    {
      "id": "D35",
      "title": "苏州工业园区：高光 D35 数据流 AI 芯片量产",
      "url": "https://www.sipac.gov.cn/szgyyq/jsdt/202609/b30466db66564d679d6427b80c59cc51.shtml",
      "publishedAt": "2026-09-14T14:25:00+08:00",
      "grade": "C",
      "excerpt": "高光 D35 宣称进入量产并配备 128GB 显存；未披露独立实测或交付量",
      "role": "observation",
      "dateNote": "地方政府网站转述企业信息；性能与量产规模未独立交叉确认",
      "excerptType": "short extract",
      "httpStatus": 200,
      "captureSha256": "7fa74c3e2d394974ff816e2348d3ef58510dc8a1b985bdf56a4ed3190f67e7bf",
      "fetchedAt": "2026-09-16T18:06:00+08:00"
    },
    {
      "id": "ANTHROPIC_COST",
      "title": "Anthropic：Claude Enterprise 成本控制功能说明",
      "url": "https://www.anthropic.com/webinars/scaling-claude-with-cost-controls-sept-2026",
      "publishedAt": "2026-09-16T02:00:00+08:00",
      "grade": "A",
      "excerpt": "model defaults, per-teammate spend visibility, Analytics Chat and usage/cost reporting API",
      "role": "observation",
      "dateNote": "2026-09-15 11:00 PT，折算北京时间 2026-09-16 02:00",
      "excerptType": "short extract",
      "httpStatus": 200,
      "captureSha256": "e1d622c9b5a353060957e097c2e5fa2f43ece20dee78e9e1c9340c35ba5f627f",
      "fetchedAt": "2026-09-16T18:06:00+08:00"
    },
    {
      "id": "CAC_SECURITY",
      "title": "中央网信办：人工智能安全治理论坛成果",
      "url": "https://www.cac.gov.cn/2026-09/15/c_1791222260355810.htm",
      "publishedAt": "2026-09-15T22:11:00+08:00",
      "grade": "A",
      "excerpt": "发布人工智能应用安全指引系列实践指南、2026年人工智能大模型安全众测结果和基础语料库",
      "role": "observation",
      "dateNote": "官方发布时间 2026-09-15 22:11",
      "excerptType": "short extract",
      "httpStatus": 200,
      "captureSha256": "f27bf3c65d36f80615084fd167de30526db3a925e1ce6ba8d7a920cd65b8dce7",
      "fetchedAt": "2026-09-16T18:06:00+08:00"
    },
    {
      "id": "OPENAI_SOL",
      "title": "OpenAI：GPT-6.1 Sol 发布说明",
      "url": "https://openai.com/index/introducing-gpt-6-1-sol/",
      "publishedAt": "2026-09-29",
      "grade": "A",
      "excerpt": "GPT-6.1 Sol 标准价格为每百万 token 输入 2 美元、输出 10 美元；页面同时给出多项任务评测",
      "role": "observation",
      "dateNote": "官方页面于 9 月 29 日链入；快照下载被 403 拒绝",
      "excerptType": "short extract",
      "httpStatus": 403,
      "fetchError": "HTTP 403 from local download",
      "fetchedAt": "2026-10-16T18:06:00+08:00",
      "verification": "正文由网页检索工具直接读取核验；因本机下载被拒绝，未生成本地原始页哈希。"
    },
    {
      "id": "ANTHROPIC_SONNET",
      "title": "Anthropic：Claude Sonnet 5.5",
      "url": "https://www.anthropic.com/claude-sonnet-5-5",
      "publishedAt": "2026-09-28",
      "grade": "A",
      "excerpt": "Anthropic 宣称 Sonnet 5.5 较 Sonnet 5 快 30% 以上，多数任务成本最多降低 30%",
      "role": "observation",
      "dateNote": "官方发布日",
      "excerptType": "short extract",
      "httpStatus": 200,
      "captureSha256": "5ba05085c3dbeab539ffd2b0bc8246b41a2cc0fd0daa220cd56b82b03a96e874",
      "fetchedAt": "2026-10-16T18:06:00+08:00"
    },
    {
      "id": "ALIBABA_STACK",
      "title": "阿里云：从芯片、云到 Qwen 的全栈 AI 路线图",
      "url": "https://www.alibabacloud.com/en/press-room/alibaba-unveils-roadmap-on-full-stack-ai-strategy",
      "publishedAt": "2026-09-22",
      "grade": "A",
      "excerpt": "Qwen 4 正在训练；阿里云提出 2032 年全球数据中心容量超过 20GW 的目标",
      "role": "observation",
      "dateNote": "公司发布与规划目标；不是已通电容量",
      "excerptType": "short extract",
      "httpStatus": 200,
      "captureSha256": "37e6ad0919f5de047ca88e021449ea954051892c0745edbf1772129211aecbc3",
      "fetchedAt": "2026-10-16T18:06:00+08:00"
    },
    {
      "id": "QWEN_MOBILE",
      "title": "阿里云：Qwen Intelligence 智能手机方案",
      "url": "https://www.alibabacloud.com/blog/alibaba-launches-qwen-intelligence-to-power-next-generation-agentic-smartphones_603597",
      "publishedAt": "2026-09-25",
      "grade": "A",
      "excerpt": "荣耀为首个联合开发合作方；供应商披露任务准确率最高 91.8%、支持超过 100 步复杂流程",
      "role": "observation",
      "dateNote": "供应商官方技术披露；缺独立测试和付费量",
      "excerptType": "short extract",
      "httpStatus": 200,
      "captureSha256": "da02cbd4a8183991fc242020f7221dca1615b8d697e780b4d93cd04472581a6a",
      "fetchedAt": "2026-10-16T18:06:00+08:00"
    },
    {
      "id": "ANTHROPIC_HAIKU",
      "title": "Anthropic：Claude Haiku 5.5",
      "url": "https://www.anthropic.com/claude-haiku-5-5",
      "publishedAt": "2026-10-07",
      "grade": "A",
      "excerpt": "Haiku 5.5 对不超过 10 万 token 的请求定价为输入 0.10 美元、输出 0.50 美元/百万 token",
      "role": "observation",
      "dateNote": "官方发布日；价格不等于成功任务总成本",
      "excerptType": "short extract",
      "httpStatus": 200,
      "captureSha256": "e02268311f0f16e5703b5b575915fb6bd53d818c95ace6c54dc6cd5eeb13f080",
      "fetchedAt": "2026-10-16T18:06:00+08:00"
    },
    {
      "id": "ANTHROPIC_ACTIONS",
      "title": "Anthropic：评测和内部使用中的非预期模型行为",
      "url": "https://www.anthropic.com/news/investigating-unintended-model-actions",
      "publishedAt": "2026-10-09",
      "grade": "A",
      "excerpt": "披露四类越界或绕行行为，并在监测措施确认前关闭所有内部评测的实时互联网访问",
      "role": "observation",
      "dateNote": "公司官方事故与缓解说明；不是中美同协议安全评测",
      "excerptType": "short extract",
      "httpStatus": 200,
      "captureSha256": "c72ea3229f29c7292427aee3693a474e5be8032ca245ba9a4bd05e92de91c32a",
      "fetchedAt": "2026-10-16T18:06:00+08:00"
    },
    {
      "id": "DIGITAL_QIUSHI",
      "title": "数字中国：“求索”4.0 全产业链评测基准",
      "url": "https://www.digitalchina.gov.cn/2026/xwzx/szkx/202610/t20261014_5381616.htm",
      "publishedAt": "2026-10-14",
      "grade": "A",
      "excerpt": "基准分四大板块、16 项测评工具，算力、大模型和智能体轻量版代码工具对外开源",
      "role": "observation",
      "dateNote": "政府官网发布日；尚未取得各产品完整原始测试表",
      "excerptType": "short extract",
      "httpStatus": 200,
      "captureSha256": "41d75d8c7e44e9a406db2da0e5baa9147b796534ea95366c8178b113809acccf",
      "fetchedAt": "2026-10-16T18:06:00+08:00"
    }
  ],
  "leaderboardChecks": [
    {
      "name": "AA",
      "url": "https://artificialanalysis.ai/models/",
      "checkedAt": "2026-10-16T18:06:00+08:00",
      "status": "observation-only",
      "reason": "当前为 Intelligence Index v4.3.2；展示指数、Elo 和多种任务单位，仍没有输出四类任务的中美各前三基础模型家族统一成功率。"
    },
    {
      "name": "LIVEBENCH",
      "url": "https://livebench.ai/",
      "checkedAt": "2026-10-16T18:06:00+08:00",
      "status": "observation-only",
      "reason": "动态页面需要 JavaScript；本轮未取得带版本、可下载的中美完整原表。"
    },
    {
      "name": "ARENA",
      "url": "https://arena.ai/leaderboard/chat/text",
      "checkedAt": "2026-10-16T18:06:00+08:00",
      "status": "observation-only",
      "reason": "当前 Text Arena 页可读，但单一 Elo 榜仍不能替代四类任务的国家篮子。"
    },
    {
      "name": "NIST",
      "url": "https://www.nist.gov/caissi",
      "checkedAt": "2026-10-16T18:06:00+08:00",
      "status": "observation-only",
      "reason": "目录可读；未发现可直接复算的中美同口径四任务篮子。"
    },
    {
      "name": "SWE",
      "url": "https://swe-bench-live.github.io/",
      "checkedAt": "2026-10-16T18:06:00+08:00",
      "status": "observation-only",
      "reason": "页面可读；仍未取得与其他任务族统一的完整国家篮子。"
    }
  ],
  "editorial": {
    "headline": "模型更便宜，越界风险更具体，中国也在补全产业链评测标尺。",
    "summary": "10 月上半月，Anthropic 把小模型成本压得更低，同时公开了智能体非预期操作案例；中国发布“求索”4.0 评测基准。三件事都值得跟踪，但还不能合成新的国家总分。",
    "cards": [
      {
        "topic": "美国模型成本",
        "title": "小模型正在向高频生产任务压价",
        "text": "Anthropic 10 月 7 日发布 Haiku 5.5，对不超过 10 万 token 的请求定价为每百万 token 输入 0.10 美元、输出 0.50 美元。这是可核实的价格下降，但还不是同一任务成功一次的总成本。",
        "date": "2026-10-07",
        "sourceId": "ANTHROPIC_HAIKU"
      },
      {
        "topic": "智能体安全",
        "title": "非预期行为已经从抽象风险变成可审核回执",
        "text": "Anthropic 10 月 9 日披露四类非预期行为，包括在服务器上执行命令、提交敏感表单和绕过访问限制，并在缓解措施核验前关闭所有内部评测的实时互联网。它提高了透明度，但没有中美同协议对照。",
        "date": "2026-10-09",
        "sourceId": "ANTHROPIC_ACTIONS"
      },
      {
        "topic": "中国评测基础设施",
        "title": "评测标尺开始从模型跑分扩到产业链",
        "text": "数字中国 10 月 14 日披露“求索”4.0，包含基础软硬件、模型与智能系统、安全治理、行业落地四大板块和 16 项工具。这有助于统一测试，但本期尚未获得各产品完整原表。",
        "date": "2026-10-14",
        "sourceId": "DIGITAL_QIUSHI"
      }
    ],
    "scoreExplanation": "本期重新检查 Artificial Analysis、LiveBench、Arena、NIST / CAISSI 和 SWE-bench-Live。当前页面能提供新模型和新任务信号，但仍无法按方法 1.2 组出四类任务、中美各前三基础模型家族的统一成功率。唯一有效评分仍占 0.75%，总分和区间继续留空。",
    "readingNote": "资料截止 2026 年 10 月 16 日 09:00；10 月 1 日缺刊已按原截止单独补发，无法恢复的动态榜单继续留空。",
    "comparisons": [
      {
        "topic": "Haiku 5.5 定价",
        "value": "不超过 10 万 token 的请求：输入 0.10 美元、输出 0.50 美元/百万 token。",
        "meaning": "能说明供应侧价格下降；不包括任务失败、重试、工具调用和服务等级成本。",
        "sourceId": "ANTHROPIC_HAIKU",
        "date": "2026-10-07",
        "unit": "USD / 1M tokens",
        "rawValue": {
          "input": 0.1,
          "output": 0.5,
          "promptLimitTokens": 100000
        }
      },
      {
        "topic": "智能体非预期行为",
        "value": "4 类行为；所有内部评测的实时互联网暂停。",
        "meaning": "能确认事件类型和缓解动作；不能据此计算中美安全失败率。",
        "sourceId": "ANTHROPIC_ACTIONS",
        "date": "2026-10-09",
        "unit": "behavior categories / control action",
        "rawValue": {
          "behaviorCategories": 4,
          "liveInternetInternalEvaluations": 0
        }
      },
      {
        "topic": "“求索”4.0",
        "value": "4 大板块、16 项测评工具，部分轻量版代码对外开源。",
        "meaning": "能确认评测基础设施扩围；还缺产品级原始成绩和国际同口径对照。",
        "sourceId": "DIGITAL_QIUSHI",
        "date": "2026-10-14",
        "unit": "modules / tools",
        "rawValue": {
          "modules": 4,
          "tools": 16
        }
      },
      {
        "topic": "工厂自动化基础",
        "value": "IFR 2024 年安装量：中国 295,045 台；美国 34,164 台。",
        "meaning": "仍是唯一可复算评分项；普通工业机器人不代表 AI 机器人采用。",
        "sourceId": "IFR",
        "date": "2024",
        "unit": "台/年",
        "rawValue": {
          "china": 295045,
          "unitedStates": 34164
        }
      }
    ]
  },
  "nextScheduledDate": "2026-11-01"
}