[
  {
    "id": "cspn_emerge_ai_panel_2026",
    "title": "EMERGE — Payoneer × CSPN Summit 2026",
    "home_order": 0,
    "host": "Payoneer × Corporate Service Provider Network (CSPN)",
    "year": "2026",
    "category_id": "business_enterprise",
    "date": "2026-10-22",
    "format": "Panel speaker listing",
    "topic": "AI in practice: Useful workflows, clear accountability — practical AI workflows for corporate service providers, moving beyond trials and retaining human oversight.",
    "venue": "William Pickering Ballroom, PARKROYAL COLLECTION Pickering, Singapore",
    "asset_type": "Summit programme and speaker listing",
    "evidence_strength": "Medium",
    "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": "Conference speaker listing",
    "topic": "Listed as a speaker on enterprise AI and consulting",
    "venue": "Singapore",
    "asset_type": "Speaker listing",
    "evidence_strength": "Medium",
    "url": "https://gitexasia.com/speakers-2025",
    "source_ids": [
      "gitex_asia_2025"
    ]
  },
  {
    "id": "sginnovate_genai_agents_2024",
    "title": "Generative AI for Business Leaders and Elevating Experience with AI Agent and LLM",
    "home_order": 1,
    "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"
    ]
  },
  {
    "id": "elsevier_genai_keynote_2023",
    "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"
    ]
  },
  {
    "id": "clearer_waters_2024",
    "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",
    "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"
    ]
  },
  {
    "id": "nus_mba_ai_business_leaders_2023",
    "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": "Instructor and moderator in a three-part series on AI business use cases, ChatGPT prompt engineering and AI in industry",
    "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"
    ]
  },
  {
    "id": "pku_ai_future",
    "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"
    ]
  },
  {
    "id": "fossasia_ai_adoption_2020",
    "title": "Accelerating the Adoption of AI",
    "home_order": 3,
    "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"
    ],
    "recording_preview": {
      "language": "English",
      "duration": "About 25 minutes",
      "highlight_label": "Start at 13:40 · From project lessons to reusable tools",
      "highlight_url": "https://www.youtube.com/watch?v=CDZ52Kig2lg&t=820s",
      "highlight_summary": "A useful passage on turning common needs from industry projects into open-source AI Bricks. This 2020 talk shows how I explain reusable technical capabilities and their use cases.",
      "reviewed_at": "2026-10-08"
    }
  },
  {
    "id": "construction_ai_robotics_2021",
    "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"
    ]
  },
  {
    "id": "nie_ai_literacy_2020",
    "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": "Introduced AI at an NIE webinar for over 100 educators and school teachers; the session included a practical AI model demonstration",
    "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"
    ]
  },
  {
    "id": "insead_product_games_2023",
    "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"
    ]
  },
  {
    "id": "ai_singapore_ama_2",
    "title": "AI Singapore Ask Me Anything #2",
    "host": "AI Singapore",
    "year": "2021",
    "category_id": "educators_learners",
    "date": "2021-05-20",
    "date_kind": "publication",
    "format": "Ask Me Anything",
    "topic": "Python data science Q&A and a live Kaggle demonstration by Tern Poh",
    "venue": "Online AMA",
    "asset_type": "Video",
    "evidence_strength": "Medium",
    "url": "https://www.youtube.com/watch?v=OVygCarOcgs",
    "source_ids": [
      "ai_singapore_ama_2_youtube"
    ]
  }
]