{
  "version": 1,
  "projectName": "昆明IT雷达",
  "slug": "kunming-it-radar",
  "generatedAt": "2026-09-07T04:34:21.734Z",
  "mode": "live",
  "summary": "本期自动抓取 36 条公开信号，平均热度 65。重点关注 AI、政企数字化、项目机会和人才活动。",
  "sourcePolicy": "数据来自公开网页和公开 RSS/新闻搜索结果，仅作趋势观察和线索归档；重要结论请以原始来源和人工核验为准。",
  "metrics": {
    "signalCount": 36,
    "aiSignals": 23,
    "projectSignals": 15,
    "govBizSignals": 20,
    "talentSignals": 8,
    "averageScore": 65
  },
  "sourceQueries": [
    "昆明 软件 信息技术",
    "昆明 人工智能 项目",
    "昆明 数字经济 数字化",
    "昆明 智慧城市 信息化",
    "昆明 信创 软件",
    "云南 软件 招标 中标",
    "昆明 AI 人才 招聘"
  ],
  "topics": [
    {
      "name": "AI",
      "count": 23,
      "signal": "“云南造·云南算·云南用”——快漫AI正式上线暨全周期生态合作发布会在呈贡举行 - 昆明信息港"
    },
    {
      "name": "数字化",
      "count": 11,
      "signal": "16个项目签约！2026未来交通发展（昆明）论坛举行 - Sohu"
    },
    {
      "name": "项目",
      "count": 1,
      "signal": "用友网络（600588）：中标昆明市文旅集团有限责任公司采购项目，中标金额为298.00万元 - 新浪财经"
    },
    {
      "name": "人才活动",
      "count": 1,
      "signal": "云南省2026年“百县对百校”离校未就业毕业生专场招聘会在昆明举办 - 新华网客户端"
    }
  ],
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      "id": "kitr-edon7g",
      "title": "官渡区人工智能产业发展大会举行 多个项目现场签约 - 央广网",
      "url": "https://news.google.com/rss/articles/CBMibkFVX3lxTE9nMEVkOFhrOUlseHZ5TklOZEljSmY0OU1wRXBONVI0eVNRUFFDcHRpa29nQWlPYjJFTG8ycll0ang0VlRXaHg5QTBiZlloLTFfcFdqWDJNVFg1N0tXMUk0U29xYkwxRjgtbElvYWVR?oc=5",
      "source": "央广网",
      "publishedAt": "2026-09-01T07:43:42.000Z",
      "query": "昆明 人工智能 项目",
      "description": "官渡区人工智能产业发展大会举行 多个项目现场签约    央广网",
      "score": 90,
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      ],
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    },
    {
      "id": "kitr-nme2ot",
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      "source": "昆明信息港",
      "publishedAt": "2026-09-03T07:32:45.000Z",
      "query": "昆明 智慧城市 信息化",
      "description": "“云南造·云南算·云南用”——快漫AI正式上线暨全周期生态合作发布会在呈贡举行    昆明信息港",
      "score": 90,
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      "confidence": "rss"
    },
    {
      "id": "kitr-mawv8a",
      "title": "16个项目签约！2026未来交通发展（昆明）论坛举行 - Sohu",
      "url": "https://news.google.com/rss/articles/CBMijAFBVV95cUxNenpKQThWcnU2MnJ2c0d1VG9tcEJsSXpmZlRDWDVXQzNVQ3BOakUxUXh3QnYyeWJBQ09tMmU5NFAwbUhrdlBjYmVpNTRpeHJRREt2TURlQ0I0RzZMdUl0VGRyRk9OSzBoSnNaYjIyVWlCQTU0NzRJZEF5UnZwNVlaTV9xS0lUVUR5U2lOUw?oc=5",
      "source": "Sohu",
      "publishedAt": "2026-08-13T07:42:05.000Z",
      "query": "昆明 智慧城市 信息化",
      "description": "16个项目签约！2026未来交通发展（昆明）论坛举行    Sohu",
      "score": 86,
      "category": "数字化",
      "tags": [
        "政企数字化",
        "项目机会",
        "人才活动"
      ],
      "reason": "",
      "freshness": {
        "label": "近30天",
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      "confidence": "rss"
    },
    {
      "id": "kitr-crjlbm",
      "title": "云南首个人工智能OPC创新人才基地落地昆明 - yn.people.com.cn",
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      "source": "yn.people.com.cn",
      "publishedAt": "2026-04-30T07:00:00.000Z",
      "query": "昆明 智慧城市 信息化",
      "description": "云南首个人工智能OPC创新人才基地落地昆明    yn.people.com.cn",
      "score": 82,
      "category": "AI",
      "tags": [
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        "政企数字化",
        "人才活动"
      ],
      "reason": "",
      "freshness": {
        "label": "近一年",
        "penalty": 18
      },
      "confidence": "rss"
    },
    {
      "id": "kitr-nmbekz",
      "title": "昆明医科大学“镜探早安”团队：AI赋能基层消化道早癌筛查，筑牢云南健康防线 - 中华网",
      "url": "https://news.google.com/rss/articles/CBMiXkFVX3lxTE9xbGNWbVZxbTc1QjhGbTVnZFNuUFowalRYQ19aYndlQTZmaGsxcTRxY0J0dUx3aGpWcy03Y1hMS3MtR3NNSmM1Y24xRGd1ZjRCOWs2TWlNVDlFaDd2NVE?oc=5",
      "source": "中华网",
      "publishedAt": "2026-06-24T07:00:00.000Z",
      "query": "昆明 人工智能 项目",
      "description": "昆明医科大学“镜探早安”团队：AI赋能基层消化道早癌筛查，筑牢云南健康防线    中华网",
      "score": 80,
      "category": "AI",
      "tags": [
        "AI",
        "项目机会"
      ],
      "reason": "",
      "freshness": {
        "label": "近一季",
        "penalty": 8
      },
      "confidence": "rss"
    },
    {
      "id": "kitr-qfl17j",
      "title": "跳出算力硬件内卷，全栈服务开辟西南AI落地新赛道｜宁安数字科技差异化发展之路 - 新华报业网",
      "url": "https://news.google.com/rss/articles/CBMia0FVX3lxTE0tSEpXRGlGNUZJekszSkppX1hrQTViVTNzWnpza1RUQjNmQmJQRE02RE1lV2hjcjlwRE1rT0RSTU9lOWFWWDFVZDE5Wnp2LVRTZGFBQW9zdHNGZ2xtczNYYW8xMWlYNVdGZ3U0?oc=5",
      "source": "新华报业网",
      "publishedAt": "2026-09-03T09:43:00.000Z",
      "query": "昆明 数字经济 数字化",
      "description": "跳出算力硬件内卷，全栈服务开辟西南AI落地新赛道｜宁安数字科技差异化发展之路    新华报业网",
      "score": 80,
      "category": "AI",
      "tags": [
        "AI",
        "政企数字化"
      ],
      "reason": "",
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      },
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    },
    {
      "id": "kitr-betxti",
      "title": "开屏观察｜​当AI落地昆明：产业重构、文化活化，一座城市的AI现实考题 - thepaper.cn",
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      "source": "thepaper.cn",
      "publishedAt": "2026-09-04T09:27:00.000Z",
      "query": "昆明 人工智能 项目",
      "description": "开屏观察｜​当AI落地昆明：产业重构、文化活化，一座城市的AI现实考题    thepaper.cn",
      "score": 78,
      "category": "AI",
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        "AI",
        "项目机会"
      ],
      "reason": "",
      "freshness": {
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      },
      "confidence": "rss"
    },
    {
      "id": "kitr-ihgdh3",
      "title": "亚太，不做美国AI的韭菜 - 昆明信息港",
      "url": "https://news.google.com/rss/articles/CBMiZkFVX3lxTE1jb1l3MU02TzRmMmtLYU5UdWF3SzVmRXZSaUdaWnQyZGYyaDd6RkdxLVlUN1FiNmloMEJYOHA1Z3hlVzh0YU1Ga0Z4TXlhdkttdE0zZmN0cVQzcTFEWDFPTjV6dkpCQQ?oc=5",
      "source": "昆明信息港",
      "publishedAt": "2026-09-05T12:59:39.000Z",
      "query": "昆明 人工智能 项目",
      "description": "亚太，不做美国AI的韭菜    昆明信息港",
      "score": 78,
      "category": "AI",
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        "项目机会"
      ],
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        "penalty": 0
      },
      "confidence": "rss"
    },
    {
      "id": "kitr-jcdr8j",
      "title": "AI赋能织就 工厂智慧神经网络 - 昆明信息港",
      "url": "https://news.google.com/rss/articles/CBMiZkFVX3lxTE9rd1dwSy1QZDBIWFVXUFg3dGtCX2JPeDlnY05XUGVaSzI5Z0tFZC0wcmFpNFNMQnBBcVNJVlJyUG5meTVQWG5oSXExOThRcWo5WUJaX3dOUjI2WEE0UlUzZ3VodklDZw?oc=5",
      "source": "昆明信息港",
      "publishedAt": "2026-08-30T23:42:08.000Z",
      "query": "昆明 人工智能 项目",
      "description": "AI赋能织就 工厂智慧神经网络    昆明信息港",
      "score": 78,
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      "source": "昆明信息港",
      "publishedAt": "2026-04-09T07:00:00.000Z",
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      "description": "为“轻量化创业”提供无限可能 西山区“AI+OPC”创新发展大会启幕    昆明信息港",
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      "title": "云南省全面实施“人工智能+” 行动计划：在科技、产业、消费、民生 - 智慧城市行业分析",
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      "source": "智慧城市行业分析",
      "publishedAt": "2025-12-24T08:00:00.000Z",
      "query": "昆明 智慧城市 信息化",
      "description": "云南省全面实施“人工智能+” 行动计划：在科技、产业、消费、民生    智慧城市行业分析",
      "score": 72,
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      ],
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      },
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      "id": "kitr-ib8roo",
      "title": "中亚专家：世界人工智能合作组织成立是“里程碑” - 昆明信息港",
      "url": "https://news.google.com/rss/articles/CBMiZkFVX3lxTFBaNmFDRVh4eVd4VXE3NWFoQXIwdGNDWDZxZThUaW1hMlQzdUkyaW9HQmwtaW00bEgxQTFlUFgtZERTdzNSengxcnNSMGplMWdFdks3ckhqU1RsMkV1WmN6NGJQaklkdw?oc=5",
      "source": "昆明信息港",
      "publishedAt": "2026-07-29T07:00:00.000Z",
      "query": "昆明 人工智能 项目",
      "description": "中亚专家：世界人工智能合作组织成立是“里程碑”    昆明信息港",
      "score": 70,
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    {
      "id": "kitr-fisr4b",
      "title": "云南省首个人工智能OPC创新人才基地正式落地，精准赋能产业高质量发展 - 昆明信息港",
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      "publishedAt": "2026-03-23T07:00:00.000Z",
      "query": "昆明 软件 信息技术",
      "description": "云南省首个人工智能OPC创新人才基地正式落地，精准赋能产业高质量发展    昆明信息港",
      "score": 66,
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      "id": "kitr-7b02qn",
      "title": "昆明全力建设数字经济产业发展高地——竞逐数智产业新赛道- 云新闻 - yndaily.com",
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      "publishedAt": "2024-11-28T08:00:00.000Z",
      "query": "昆明 人工智能 项目",
      "description": "昆明全力建设数字经济产业发展高地——竞逐数智产业新赛道- 云新闻    yndaily.com",
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      "id": "kitr-umo4ok",
      "title": "《2026年数字云南建设工作要点》《2026年云南省数字政府工作要点》发布：严格落实过紧日子要求，持续开展叫停一批不应由政府投资建设的项目、取消一批方案不成熟的项目、暂停一批不具备立项条件的项目、压缩一批价格虚高项目的投资、优化一批项目的建设方案、 - 智慧城市行业分析",
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      "source": "智慧城市行业分析",
      "publishedAt": "2026-04-02T07:00:00.000Z",
      "query": "昆明 数字经济 数字化",
      "description": "《2026年数字云南建设工作要点》《2026年云南省数字政府工作要点》发布：严格落实过紧日子要求，持续开展叫停一批不应由政府投资建设的项目、取消一批方案不成熟的项目、暂停一批不具备立项条件的项目、压缩一批价格虚高项目的投资、优化一批项目的建设方案、    智慧城市行业分析",
      "score": 66,
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        "项目机会"
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        "label": "近一年",
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      "id": "kitr-p75jup",
      "title": "全球媒体聚焦 | 中国推动AI技术大规模应用 - 昆明信息港",
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      "publishedAt": "2026-08-27T12:07:20.000Z",
      "query": "昆明 软件 信息技术",
      "description": "全球媒体聚焦 | 中国推动AI技术大规模应用    昆明信息港",
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      ],
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      "title": "中国移动人工智能开发大会分论坛在昆举办 - yn.chinanews.com.cn",
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      "id": "kitr-v3vute",
      "title": "云南昆明：“滇品慧”联用服务平台全链条赋能斗南花卉美丽经济- 中国日报网 - China Daily",
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      "description": "云南省2026年“百县对百校”离校未就业毕业生专场招聘会在昆明举办    新华网客户端",
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      "title": "昆明公交集团创新“三网融合”2.0新服务模式 推出3条信息化公交地铁接驳线路 - 昆明信息港",
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      "id": "kitr-optol5",
      "title": "广州12345热线获“中国十佳” 应用人工智能提升服务水平获认可 - 广州市人民政府",
      "url": "https://news.google.com/rss/articles/CBMib0FVX3lxTE9zNXF0ZF8tRVZEWEVxSy1VbjRPVW42emFqVW4zallEaXlNb2Y0MEw1VzJnZkVkZFJuSFlxMUNwT19CMjlFbGF6ay1CcldublFycTBDbnFBc0otVW9IWUpaTWpLTUxfTmxUaThEUE1QRQ?oc=5",
      "source": "广州市人民政府",
      "publishedAt": "2025-04-26T07:00:00.000Z",
      "query": "昆明 智慧城市 信息化",
      "description": "广州12345热线获“中国十佳” 应用人工智能提升服务水平获认可    广州市人民政府",
      "score": 50,
      "category": "AI",
      "tags": [
        "AI",
        "政企数字化"
      ],
      "reason": "",
      "freshness": {
        "label": "历史信号",
        "penalty": 30
      },
      "confidence": "rss"
    }
  ],
  "editorial": {
    "headline": "本期项目与政企数字化信号较集中，值得继续核验实际采购、签约或试点进展。",
    "whyItMatters": "本期 36 条信号中，13 条来自近30天，7 条属于历史信号；雷达将重复出现的主体视为更值得人工核验的线索。",
    "action": "先核验原始来源，再把连续出现的企业、项目或活动加入观察清单。"
  },
  "nextActions": [
    "把高分信号沉淀成公开案例页或短内容，而不是只留在周报里。",
    "对连续出现的企业、联盟、会议、招标和试点项目建立二级观察清单。",
    "每月筛选 1-2 个可延展成 TianMind 项目、服务页或 GitHub 资产的机会。"
  ],
  "automation": {
    "command": "npm run radar:kunming-it",
    "cadence": "每周自动刷新，必要时可手动运行。",
    "outputPaths": [
      "data/kunming-it-radar/latest.json",
      "public/kunming-it-radar/latest.json",
      "public/kunming-it-radar/latest.md",
      "outputs/kunming-it-radar/YYYY-MM-DD/"
    ],
    "guardrails": {
      "cadence": "weekly-only",
      "maxPublicRequestsPerRun": 7,
      "maxSignalsPerRun": 36,
      "requestTimeoutMs": 12000,
      "retryPolicy": "no automatic retry; preserve previous snapshot on fetch failure"
    },
    "guardrail": "自动化只写公开雷达生成物；不读业务数据库、不读上传目录、不同步 Hermes、不发送外部消息。"
  }
}