[
  {
    "title": "TR 99:2021 - Artificial intelligence (AI) security",
    "publisher": "Singapore Standards Council",
    "year": "2022",
    "type": "技术参考",
    "language": "en",
    "content_group": "contributed_standards_reports",
    "topic": "AI安全、模型风险和AI系统早期生命周期设计",
    "url": "https://www.singaporestandardseshop.sg/Product/SSPdtDetail/553b4562-ef85-4ebb-bfeb-2b35beb1d29c",
    "source_ids": ["singapore_standards_tr99", "linkedin_public_profile"]
  },
  {
    "title": "AI Transparency & Explainability: A Policy Prototyping Experiment",
    "publisher": "Open Loop",
    "year": "2022",
    "type": "参与贡献报告",
    "language": "en",
    "content_group": "contributed_standards_reports",
    "topic": "亚太AI透明度、可解释性和政策原型实验",
    "url": "https://openloop.org/reports/2022/07/openloop-asia-pacific-fullreport-2022.pdf.pdf",
    "source_ids": ["openloop_apac_ai_transparency"]
  },
  {
    "title": "Using Artificial Intelligence to Support Healthcare Decisions: A Guide for Society",
    "publisher": "IPUR / Lloyd's Register Foundation Institute for the Public Understanding of Risk",
    "year": "2021",
    "type": "参与贡献指南",
    "language": "en",
    "content_group": "contributed_standards_reports",
    "topic": "医疗AI决策支持、风险和公众理解",
    "url": "https://ipur.nus.edu.sg/wp-content/uploads/2021/10/Using-Artificial-Intelligence-to-Support-Healthcare-Decision-Web.pdf",
    "source_ids": ["ipur_healthcare_ai_decisions"]
  },
  {
    "title": "Unlocking the Impact of AI on Human Security",
    "publisher": "Commonwealth Security Group / CWSRG",
    "year": "2021",
    "type": "参与贡献文章",
    "language": "en",
    "content_group": "contributed_standards_reports",
    "topic": "AI、人类安全、新兴技术与治理",
    "url": "https://www.cwsrg.org/emerging-technology-insight-2021",
    "source_ids": ["cwsrg_emerging_technology_2021"]
  },
  {
    "title": "用AI Discovery结构化设计AI用例",
    "publisher": "Medium",
    "year": "",
    "type": "文章",
    "language": "en",
    "content_group": "english_writing",
    "topic": "AI用例设计和改良版Design Sprint方法",
    "url": "https://medium.com/data-science/a-structured-approach-for-ideating-ai-use-cases-with-ai-discovery-85d00db078b5",
    "source_ids": ["medium_ai_discovery"]
  },
  {
    "title": "赋能员工成为公民开发者（Citizen AI Developer），加速AI落地",
    "publisher": "Medium",
    "year": "",
    "type": "文章",
    "language": "en",
    "content_group": "english_writing",
    "topic": "无代码、低代码和公民开发者（Citizen AI Developer）",
    "url": "https://medium.com/@ternpoh.lim/accelerate-ai-adoption-by-empowering-employees-to-become-citizen-ai-developers-705e2cdcb8e6",
    "source_ids": ["medium_citizen_ai"]
  },
  {
    "title": "投资大宗商品",
    "publisher": "The Business Times via SMU",
    "year": "2013",
    "type": "文章",
    "language": "en",
    "content_group": "english_writing",
    "topic": "大宗商品市场、供需、正价差和逆价差",
    "url": "https://news.smu.edu.sg/news/2013/11/18/investing-commodities",
    "source_ids": ["smu_commodities_article"]
  }
]