{"title":"Fragile Algorithms and Fallible Decision-Makers: Lessons from the Justice System","authors":"Jens Ludwig, Sendhil Mullainathan","doi":"10.1257/jep.35.4.71","DOIUrl":null,"url":null,"abstract":"Algorithms (in some form) are already widely used in the criminal justice system. We draw lessons from this experience for what is to come for the rest of society as machine learning diffuses. We find economists and other social scientists have a key role to play in shaping the impact of algorithms, in part through improving the tools used to build them.","PeriodicalId":15611,"journal":{"name":"Journal of Economic Perspectives","volume":" 50","pages":""},"PeriodicalIF":6.9000,"publicationDate":"2021-11-04","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"Journal of Economic Perspectives","FirstCategoryId":"96","ListUrlMain":"https://doi.org/10.1257/jep.35.4.71","RegionNum":1,"RegionCategory":"经济学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q1","JCRName":"ECONOMICS","Score":null,"Total":0}
引用次数: 0
Abstract
Algorithms (in some form) are already widely used in the criminal justice system. We draw lessons from this experience for what is to come for the rest of society as machine learning diffuses. We find economists and other social scientists have a key role to play in shaping the impact of algorithms, in part through improving the tools used to build them.
期刊介绍：
The Journal of Economic Perspectives (JEP) bridges the gap between general interest press and typical academic economics journals. It aims to publish articles that synthesize economic research, analyze public policy issues, encourage interdisciplinary thinking, and offer accessible insights into state-of-the-art economic concepts. The journal also serves to suggest future research directions, provide materials for classroom use, and address issues within the economics profession. Articles are typically solicited by editors and associate editors, and proposals for topics and authors can be directed to the journal office.
京公网安备 11010802042870号
京ICP备2023020795号-1
分享
求助内容：
应助结果提醒方式：
扫码关注我们
