[
  {
    "id": "cspn_emerge_ai_panel_2026",
    "title": "EMERGE — Payoneer × CSPN 2026峰会",
    "home_order": 0,
    "host": "Payoneer × 企业服务提供商网络（CSPN）",
    "year": "2026",
    "category_id": "business_enterprise",
    "date": "2026-10-22",
    "format": "圆桌讨论嘉宾名单",
    "topic": "AI实践：实用工作流程与明确责任——探讨企业服务机构如何选择AI工作流程、从试点走向日常应用，并保留人工监督。",
    "venue": "新加坡皮克林宾乐雅臻选酒店（PARKROYAL COLLECTION Pickering），William Pickering宴会厅",
    "asset_type": "峰会议程与嘉宾名单",
    "evidence_strength": "中",
    "url": "https://cspn.org.sg/summit#summit-session-4",
    "source_ids": [
      "cspn_emerge_summit_2026"
    ]
  },
  {
    "id": "gitex_ai_asia_2025",
    "title": "GITEX AI Asia 2025",
    "home_order": 2,
    "host": "GITEX Asia",
    "year": "2025",
    "category_id": "business_enterprise",
    "format": "大会演讲嘉宾名单",
    "topic": "列为企业AI与咨询主题的演讲嘉宾",
    "venue": "新加坡",
    "asset_type": "演讲者名单",
    "evidence_strength": "中",
    "url": "https://gitexasia.com/speakers-2025",
    "source_ids": [
      "gitex_asia_2025"
    ]
  },
  {
    "id": "sginnovate_genai_agents_2024",
    "title": "面向企业管理者的生成式AI：智能体与大语言模型应用体验升级",
    "home_order": 1,
    "host": "SGInnovate",
    "year": "2024",
    "category_id": "business_enterprise",
    "date": "2024-04-30",
    "format": "研讨会",
    "topic": "生成式AI、智能体、大语言模型（LLM）和商业应用",
    "venue": "新加坡 Carpenter Street 32号",
    "asset_type": "活动页面",
    "evidence_strength": "高",
    "url": "https://www.sginnovate.com/event/generative-ai-business-leaders-and-elevating-experience-ai-agent-and-llm",
    "source_ids": [
      "sginnovate_ai_business_leaders"
    ]
  },
  {
    "id": "elsevier_genai_keynote_2023",
    "title": "面向数字营销与Scopus团队的生成式AI主题演讲",
    "host": "Elsevier / Scopus AI",
    "year": "2023",
    "category_id": "business_enterprise",
    "format": "主题演讲",
    "topic": "面向数字营销团队的生成式AI",
    "venue": "企业团队分享",
    "asset_type": "机构介绍提及",
    "evidence_strength": "中",
    "url": "https://mba.nus.edu.sg/student_stories/lim-tern-poh/",
    "source_ids": [
      "nus_profile"
    ]
  },
  {
    "id": "clearer_waters_2024",
    "title": "Clearer Waters：中国经济复苏中的机遇",
    "host": "Eye on Asia / The Young SEAkers",
    "year": "2024",
    "category_id": "cross_border_strategy",
    "date": "2024-02-27",
    "format": "小组讨论",
    "topic": "讨论中国经济复苏、东西方商业协作与跨境领导力",
    "venue": "新加坡国家图书馆大楼",
    "asset_type": "政府活动页面",
    "evidence_strength": "高",
    "url": "https://www.eyeonasia.gov.sg/events/past-events/27-feb-2024/",
    "source_ids": [
      "eye_on_asia_clearer_waters_2024"
    ]
  },
  {
    "id": "nus_mba_ai_business_leaders_2023",
    "title": "AI for Business Leaders工作坊系列",
    "host": "国大 MBA Tech Club",
    "year": "2023",
    "category_id": "mba_innovation_students",
    "date": "2023-10",
    "format": "工作坊与圆桌讨论主持",
    "topic": "在三场系列活动中担任讲师与主持人，主题涵盖AI商业用例、ChatGPT提示词工程与AI行业应用",
    "venue": "新加坡国立大学",
    "asset_type": "院校文章",
    "evidence_strength": "高",
    "url": "https://mba.nus.edu.sg/mba-life/ai-for-business-leaders-workshop-series/",
    "source_ids": [
      "nus_mba_ai_business_leaders_workshop",
      "nus_profile",
      "nus_mba_journey"
    ]
  },
  {
    "id": "pku_ai_future",
    "title": "AI与指数级未来：如何做好准备",
    "host": "北大学生创新学会",
    "year": "2023-2024",
    "category_id": "mba_innovation_students",
    "format": "主题演讲",
    "topic": "AI、创新，以及如何为指数级未来做准备",
    "venue": "北京大学，北京",
    "asset_type": "机构文章提及",
    "evidence_strength": "中",
    "url": "https://mba.nus.edu.sg/mba-life/bridging-two-worlds-my-nus-pku-mba-journey/",
    "source_ids": [
      "nus_mba_journey"
    ]
  },
  {
    "id": "fossasia_ai_adoption_2020",
    "title": "加快AI应用",
    "home_order": 3,
    "host": "FOSSASIA Summit",
    "year": "2020",
    "category_id": "ai_builders_industry",
    "date": "2020-03-21",
    "format": "大会演讲",
    "topic": "新加坡全国人工智能核心、开源AI Bricks和应用型AI交付",
    "venue": "FOSSASIA Summit",
    "asset_type": "视频与活动存档",
    "evidence_strength": "高",
    "url": "https://www.youtube.com/watch?v=CDZ52Kig2lg",
    "source_ids": [
      "fossasia_2020",
      "aisingapore_fossasia_2020",
      "ai_bricks_youtube"
    ],
    "recording_preview": {
      "language": "英语",
      "duration": "约25分钟",
      "highlight_label": "从13:40开始 · 从项目经验到可复用工具",
      "highlight_url": "https://www.youtube.com/watch?v=CDZ52Kig2lg&t=820s",
      "highlight_summary": "这一片段介绍如何把行业项目的共同需求转化为开源AI Bricks。该2020年演讲展示了我如何解释可复用技术能力及其应用场景。",
      "reviewed_at": "2026-10-08"
    }
  },
  {
    "id": "construction_ai_robotics_2021",
    "title": "建筑行业中的AI与机器人",
    "host": "新加坡全国人工智能核心",
    "year": "2021",
    "category_id": "ai_builders_industry",
    "format": "演讲",
    "topic": "代表新加坡全国人工智能核心，分享建筑行业AI与机器人应用",
    "venue": "线上视频",
    "asset_type": "视频",
    "evidence_strength": "中",
    "url": "https://www.youtube.com/watch?v=x-LmYFMiHww",
    "source_ids": [
      "ai_robotics_construction_youtube"
    ]
  },
  {
    "id": "nie_ai_literacy_2020",
    "title": "AI4E - 面向教育工作者的AI素养：动手构建AI模型",
    "host": "新加坡国立教育学院（NIE）",
    "year": "2020",
    "category_id": "educators_learners",
    "date": "2020-11-24",
    "format": "教育工作者网络研讨会",
    "topic": "在NIE网络研讨会上为超过100名教育工作者与学校教师介绍AI，活动包含AI模型实践演示",
    "venue": "教育工作者线上研讨会",
    "asset_type": "视频与机构文章",
    "evidence_strength": "高",
    "url": "https://www.youtube.com/watch?v=nMcj9NHnxBY&t=114s",
    "source_ids": [
      "nie_ai_literacy_educators",
      "ai4e_educators_youtube"
    ]
  },
  {
    "id": "insead_product_games_2023",
    "title": "INSEAD Product Games Finals 2023 - 国大 Team Career Companion",
    "host": "INSEAD Product Games",
    "year": "2023",
    "category_id": "mba_innovation_students",
    "date": "2023-11-22",
    "format": "竞赛路演",
    "topic": "以国大MBA学生身份代表国大参加INSEAD Product Games决赛",
    "venue": "INSEAD亚洲校区与线上",
    "asset_type": "视频与活动页面",
    "evidence_strength": "高",
    "url": "https://www.youtube.com/watch?v=ZvnmfvmpB44",
    "source_ids": [
      "insead_product_games_2023",
      "insead_product_games_youtube"
    ]
  },
  {
    "id": "ai_singapore_ama_2",
    "title": "AI Singapore问答分享 #2",
    "host": "新加坡全国人工智能核心",
    "year": "2021",
    "category_id": "educators_learners",
    "date": "2021-05-20",
    "date_kind": "publication",
    "format": "问答分享",
    "topic": "Python数据科学问答，以及林腾宝的Kaggle现场演示",
    "venue": "线上问答",
    "asset_type": "视频",
    "evidence_strength": "中",
    "url": "https://www.youtube.com/watch?v=OVygCarOcgs",
    "source_ids": [
      "ai_singapore_ama_2_youtube"
    ]
  }
]
