{"type":"rich","version":"1.0","provider_name":"Transistor","provider_url":"https://transistor.fm","author_name":"课代表立正","title":"E113. 数据科学家，为什么反对靠模型做决策？","html":"<iframe width=\"100%\" height=\"180\" frameborder=\"no\" scrolling=\"no\" seamless src=\"https://share.transistor.fm/e/37f804ad\"></iframe>","width":"100%","height":180,"duration":645,"description":"1. 什么是“模型决策”？\n2. 为什么“模型决策”在很多场景下都不靠谱？\n3. Know-how是什么，和know-how的重要\n\n课代表聊数据系列\n\nquote《置身事内》 — 哈佛大大学经济学史家格申克龙：“一套严格的概念框架无疑有助于厘清问题，但也经常让人错把问题当成答案。社会科学总渴望发现一套‘放之四海而皆准’的方法和规律，但这种心态需要成熟起来。不要低估经济现实的复杂性，也不要高估科学工具的质量。”","thumbnail_url":"https://img.transistorcdn.com/6qJNndCuNNsETn3J2B9p3Z9vVJEgAowQiCfGrI1qgng/rs:fill:0:0:1/w:400/h:400/q:60/mb:500000/aHR0cHM6Ly9pbWct/dXBsb2FkLXByb2R1/Y3Rpb24udHJhbnNp/c3Rvci5mbS9jYzZl/YWYzMjA5NzJiMDY4/MjIxOGE0ZjYwMzY0/ODQ1ZC5qcGc.webp","thumbnail_width":300,"thumbnail_height":300}