[
  {
    "title": "GITEX AI Asia 2025",
    "host": "GITEX Asia",
    "year": "2025",
    "category_id": "business_enterprise",
    "format": "Conference",
    "topic": "Enterprise AI and consulting",
    "venue": "Singapore",
    "asset_type": "Speaker listing",
    "evidence_strength": "Medium",
    "url": "https://gitexasia.com/speakers-2025",
    "source_ids": ["gitex_asia_2025"]
  },
  {
    "title": "Generative AI for Business Leaders and Elevating Experience with AI Agent and LLM",
    "host": "SGInnovate",
    "year": "2024",
    "category_id": "business_enterprise",
    "date": "2024-04-30",
    "format": "Seminar",
    "topic": "Generative AI, AI agents, LLMs, and business adoption",
    "venue": "32 Carpenter Street, Singapore",
    "asset_type": "Event page",
    "evidence_strength": "High",
    "url": "https://www.sginnovate.com/event/generative-ai-business-leaders-and-elevating-experience-ai-agent-and-llm",
    "source_ids": ["sginnovate_ai_business_leaders"]
  },
  {
    "title": "Generative AI keynote for digital marketing and Scopus teams",
    "host": "Elsevier / Scopus AI",
    "year": "2023",
    "category_id": "business_enterprise",
    "format": "Keynote",
    "topic": "Generative AI for digital marketing teams",
    "venue": "Corporate team session",
    "asset_type": "Institutional profile mention",
    "evidence_strength": "Medium",
    "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": "Panel",
    "topic": "China recovery, East-West business collaboration, and cross-border leadership, with a speaker bio linking AI technical expertise and strategic foresight",
    "venue": "National Library Building, Singapore",
    "asset_type": "Government event page",
    "evidence_strength": "High",
    "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 Workshop Series",
    "host": "NUS MBA Tech Club",
    "year": "2023",
    "category_id": "mba_innovation_students",
    "date": "2023-10",
    "format": "Workshop and panel moderation",
    "topic": "Three-part AI for Business Leaders workshop series covering AI business use cases, ChatGPT prompt engineering, and AI industry panel moderation",
    "venue": "National University of Singapore",
    "asset_type": "Institutional article",
    "evidence_strength": "High",
    "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": "Peking University Student Innovation Society",
    "year": "2023-2024",
    "category_id": "mba_innovation_students",
    "format": "Keynote",
    "topic": "AI, innovation, and preparing for an exponential future",
    "venue": "Peking University, Beijing",
    "asset_type": "Institutional article mention",
    "evidence_strength": "Medium",
    "url": "https://mba.nus.edu.sg/mba-life/bridging-two-worlds-my-nus-pku-mba-journey/",
    "source_ids": ["nus_mba_journey"]
  },
  {
    "title": "Accelerating the Adoption of AI",
    "host": "FOSSASIA Summit",
    "year": "2020",
    "category_id": "ai_builders_industry",
    "date": "2020-03-21",
    "format": "Conference talk",
    "topic": "AI Singapore, open source AI Bricks, and applied AI adoption",
    "venue": "FOSSASIA Summit",
    "asset_type": "Video and event archive",
    "evidence_strength": "High",
    "url": "https://www.youtube.com/watch?v=CDZ52Kig2lg",
    "source_ids": ["fossasia_2020", "aisingapore_fossasia_2020", "ai_bricks_youtube"]
  },
  {
    "title": "AI and Robotics in the Construction Industry",
    "host": "AI Singapore",
    "year": "2021",
    "category_id": "ai_builders_industry",
    "format": "Talk",
    "topic": "AI and robotics in construction, representing AI Singapore",
    "venue": "Online video",
    "asset_type": "Video",
    "evidence_strength": "Medium",
    "url": "https://www.youtube.com/watch?v=x-LmYFMiHww",
    "source_ids": ["ai_robotics_construction_youtube"]
  },
  {
    "title": "AI4E - Developing AI Literacy Among Educators: Building an AI Model",
    "host": "National Institute of Education",
    "year": "2020",
    "category_id": "educators_learners",
    "date": "2020-11-24",
    "format": "Educator webinar",
    "topic": "Hands-on AI literacy session for educators, representing AI Singapore",
    "venue": "Online webinar for educators",
    "asset_type": "Video and institutional article",
    "evidence_strength": "High",
    "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 - Team Career Companion, NUS",
    "host": "INSEAD Product Games",
    "year": "2023",
    "category_id": "mba_innovation_students",
    "date": "2023-11-22",
    "format": "Competition pitch",
    "topic": "NUS MBA student representing National University of Singapore in the INSEAD Product Games final",
    "venue": "INSEAD Asia Campus and online",
    "asset_type": "Video and event page",
    "evidence_strength": "High",
    "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": "AI Singapore",
    "year": "2021",
    "category_id": "educators_learners",
    "date": "2021-05-20",
    "format": "Ask Me Anything",
    "topic": "Python data science Q&A and live Kaggle demo during the AI Singapore apprenticeship period",
    "venue": "Online AMA",
    "asset_type": "Video",
    "evidence_strength": "Medium",
    "url": "https://www.youtube.com/watch?v=OVygCarOcgs",
    "source_ids": ["ai_singapore_ama_2_youtube"]
  }
]