{"title":"人工智能和极端不确定性","authors":"Ann-Kristin Weiser, Georg von Krogh","doi":"10.1111/emre.12630","DOIUrl":null,"url":null,"abstract":"Artificial intelligence (AI) offers new possibilities to augment human decision-making under radical uncertainty. This viewpoint commentary explores how AI can relax limits of bounded rationality. It offers a framework for analyzing how AI can support human decision-makers confronted with deep uncertainty by bolstering key decision-making sub-processes. Specifically, AI can help set agendas by scanning environments, formulate problems by providing contextual insights, identify creative alternatives through combinatorial abilities, select options by modelling scenarios and enable rapid experimentation cycles. Connecting the role of AI with the contributions in this special issue, this viewpoint commentary concludes by outlining directions for future research regarding the function of AI and augmented human intelligence in decision-making under conditions of radical uncertainty.","PeriodicalId":47372,"journal":{"name":"European Management Review","volume":"93 1","pages":""},"PeriodicalIF":3.4000,"publicationDate":"2023-12-12","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":"{\"title\":\"Artificial intelligence and radical uncertainty\",\"authors\":\"Ann-Kristin Weiser, Georg von Krogh\",\"doi\":\"10.1111/emre.12630\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"Artificial intelligence (AI) offers new possibilities to augment human decision-making under radical uncertainty. This viewpoint commentary explores how AI can relax limits of bounded rationality. It offers a framework for analyzing how AI can support human decision-makers confronted with deep uncertainty by bolstering key decision-making sub-processes. Specifically, AI can help set agendas by scanning environments, formulate problems by providing contextual insights, identify creative alternatives through combinatorial abilities, select options by modelling scenarios and enable rapid experimentation cycles. Connecting the role of AI with the contributions in this special issue, this viewpoint commentary concludes by outlining directions for future research regarding the function of AI and augmented human intelligence in decision-making under conditions of radical uncertainty.\",\"PeriodicalId\":47372,\"journal\":{\"name\":\"European Management Review\",\"volume\":\"93 1\",\"pages\":\"\"},\"PeriodicalIF\":3.4000,\"publicationDate\":\"2023-12-12\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"0\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"European Management Review\",\"FirstCategoryId\":\"91\",\"ListUrlMain\":\"https://doi.org/10.1111/emre.12630\",\"RegionNum\":3,\"RegionCategory\":\"管理学\",\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"Q2\",\"JCRName\":\"MANAGEMENT\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"European Management Review","FirstCategoryId":"91","ListUrlMain":"https://doi.org/10.1111/emre.12630","RegionNum":3,"RegionCategory":"管理学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q2","JCRName":"MANAGEMENT","Score":null,"Total":0}
Artificial intelligence (AI) offers new possibilities to augment human decision-making under radical uncertainty. This viewpoint commentary explores how AI can relax limits of bounded rationality. It offers a framework for analyzing how AI can support human decision-makers confronted with deep uncertainty by bolstering key decision-making sub-processes. Specifically, AI can help set agendas by scanning environments, formulate problems by providing contextual insights, identify creative alternatives through combinatorial abilities, select options by modelling scenarios and enable rapid experimentation cycles. Connecting the role of AI with the contributions in this special issue, this viewpoint commentary concludes by outlining directions for future research regarding the function of AI and augmented human intelligence in decision-making under conditions of radical uncertainty.
期刊介绍：
The European Management Review is an international journal dedicated to advancing the understanding of management in private and public sector organizations through empirical investigation and theoretical analysis. The European Management Review provides an international forum for dialogue between researchers, thereby improving the understanding of the nature of management in different settings and promoting the transfer of research results to management practice. Although one of the European Management Review"s aims is to foster the general advancement of management scholarship among European scholars and/or those academics interested in European management issues.
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