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Artificial intelligence and radical uncertainty
European Management Review ( IF 3.000 ) Pub Date : 2023-12-12 , DOI: 10.1111/emre.12630
Ann‐Kristin Weiser 1 , Georg von Krogh 1
Affiliation  

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.

中文翻译:

人工智能和彻底的不确定性

人工智能 (AI) 为在极度不确定的情况下增强人类决策提供了新的可能性。该观点评论探讨了人工智能如何放松有限理性的限制。它提供了一个框架,用于分析人工智能如何通过支持关键决策子流程来支持面临深度不确定性的人类决策者。具体来说,人工智能可以通过扫描环境来帮助设定议程,通过提供情境洞察来制定问题,通过组合能力识别创造性替代方案,通过建模场景来选择选项并实现快速实验周期。将人工智能的作用与本期特刊的贡献联系起来,这篇观点评论概述了未来关于人工智能功能和增强人类智能在极端不确定条件下决策中的研究方向。
更新日期:2023-12-12
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