[
  {
    "title": "GITEX AI Asia 2025",
    "host": "GITEX Asia",
    "year": "2025",
    "category_id": "business_enterprise",
    "format": "大会",
    "topic": "企业AI与咨询",
    "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"]
  },
  {
    "title": "面向企业管理者的生成式AI：AI智能体与LLM体验升级",
    "host": "SGInnovate",
    "year": "2024",
    "category_id": "business_enterprise",
    "date": "2024-04-30",
    "format": "研讨会",
    "topic": "生成式AI、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"]
  },
  {
    "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"]
  },
  {
    "title": "Clearer Waters: Opportunities in China's Recovery",
    "host": "Eye on Asia / The Young SEAkers",
    "year": "2024",
    "category_id": "cross_border_strategy",
    "date": "2024-02-27",
    "format": "小组讨论",
    "topic": "围绕中国复苏、东西方商业协作和跨境领导力展开分享，嘉宾简介同时支撑AI技术能力与战略远见定位",
    "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"]
  },
  {
    "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": "工作坊与小组主持",
    "topic": "三场面向企业管理者的AI工作坊，覆盖AI商业用例、ChatGPT提示词工程和AI行业小组主持",
    "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"]
  },
  {
    "title": "AI and Preparing for an Exponential Future",
    "host": "北大学生创新学会",
    "year": "2023年至2024年",
    "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"]
  },
  {
    "title": "加速AI采纳",
    "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"]
  },
  {
    "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"]
  },
  {
    "title": "AI4E - 面向教育工作者的AI素养：动手构建AI模型",
    "host": "National Institute of Education",
    "year": "2020",
    "category_id": "educators_learners",
    "date": "2020-11-24",
    "format": "教育工作者网络研讨会",
    "topic": "代表新加坡全国人工智能核心，为教育工作者开展动手AI素养培训",
    "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"]
  },
  {
    "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"]
  },
  {
    "title": "AI Apprenticeship Ask Me Anything #2",
    "host": "新加坡全国人工智能核心",
    "year": "2021",
    "category_id": "educators_learners",
    "date": "2021-05-20",
    "format": "问答分享",
    "topic": "在新加坡全国人工智能核心AI学徒阶段，开展Python数据科学问答和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"]
  }
]