社会和经济的数字创新和智能解决方案:利弊

IF 0.4 Q4 MANAGEMENT
M. Sikorski
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引用次数: 0

摘要

摘要人工智能(AI)的最新发展可能对个人数据隐私、国家安全以及社会和经济稳定构成重大潜在威胁。基于人工智能的解决方案通常被宣传为“智能”或“智能”,因为它们在优化各种流程方面是自主的。因为它们可以在没有人类监督的情况下通过分析来自环境的数据来修改自己的行为,基于人工智能的系统可能比传统的软件系统更容易发生故障和恶意活动。此外,由于存在监管空白,人工智能产品的开发和运营尚未受到足够的风险管理和行政监管。与最近关于基于人工智能的系统产生的潜在威胁的报告相呼应,本文概述了自适应和自主产品的前瞻性风险评估。这项研究得出了可能的损害、启动事件和预防政策的广泛目录,这对参与进行基于人工智能系统的风险评估程序的风险管理人员很有用。本文最后分析和讨论了商业、法律和制度环境的变化,以确保公众相信基于人工智能的解决方案是透明和安全的,并能提高生活质量。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Digital Innovations and Smart Solutions for Society and Economy: Pros and Cons
Abstract Recent developments in artificial intelligence (AI) may involve significant potential threats to personal data privacy, national security, and social and economic stability. AI-based solutions are often promoted as “intelligent” or “smart” because they are autonomous in optimizing various processes. Because they can modify their behavior without human supervision by analyzing data from the environment, AI-based systems may be more prone to malfunctions and malicious activities than conventional software systems. Moreover, due to existing regulatory gaps, development and operation of AI-based products are not yet subject to adequate risk management and administrative supervision. Resonating to recent reports about potential threats resulting from AI-based systems, this paper presents an outline of a prospective risk assessment for adaptive and autonomous products. This research resulted in extensive catalogs of possible damages, initiating events, and preventive policies that can be useful for risk managers involved in conducting risk assessment procedures for AI-based systems. The paper concludes with the analysis and discussion of changes in business, legal, and institutional environments required to ensure the public that AI-based solutions can be trusted, are transparent and safe, and can improve the quality of life.
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来源期刊
CiteScore
2.20
自引率
0.00%
发文量
5
审稿时长
12 weeks
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