From HAL to GenAI: Optimizing chatbot impacts with CARE

IF 5.8 3区 管理学 Q1 BUSINESS Business Horizons Pub Date : 2024-04-17 DOI:10.1016/j.bushor.2024.04.012
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Abstract

This article explores the evolution and prospects of conversational chatbots, specifically the latest generation referred to as generative artificial intelligence (GenAI) chatbots. This article comprehensively examines GenAI chatbots’ business applications and impact across macro, meso, and micro levels of organizations. At the macro level, this article explores how GenAI chatbots reshape industry dynamics. The meso perspective delves into organizational changes, while the micro lens focuses on enhancing individual productivity, learning, and creativity. GenAI chatbots’ immense potential is accompanied by risks in four areas: matching, ethics, technology, and adaptability (META). In response to these challenges, the article introduces a human-centric CARE framework—standing for collaboration, accountability, responsiveness, and empowerment—to mitigate the risks and to optimize the effects of GenAI chatbots. This work provides practical guidelines for navigating the complex landscape of GenAI implementation.

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从 HAL 到 GenAI:利用 CARE 优化聊天机器人的影响
本文探讨了对话式聊天机器人的发展和前景,特别是最新一代的生成式人工智能(GenAI)聊天机器人。本文全面探讨了 GenAI 聊天机器人在组织的宏观、中观和微观层面的业务应用和影响。在宏观层面,本文探讨 GenAI 聊天机器人如何重塑行业动态。中观视角探讨组织变革,而微观视角则关注提高个人生产力、学习力和创造力。GenAI 聊天机器人的巨大潜力伴随着四个方面的风险:匹配、道德、技术和适应性(META)。为了应对这些挑战,文章介绍了一个以人为本的 CARE 框架--代表协作、问责、响应和授权--以降低风险并优化 GenAI 聊天机器人的效果。这项工作为驾驭复杂的 GenAI 实施环境提供了实用指南。
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来源期刊
Business Horizons
Business Horizons BUSINESS-
CiteScore
17.70
自引率
5.40%
发文量
105
期刊介绍: Business Horizons, the bimonthly journal of the Kelley School of Business at Indiana University, is dedicated to publishing original articles that appeal to both business academics and practitioners. Our editorial focus is on covering a diverse array of topics within the broader field of business, with a particular emphasis on identifying critical business issues and proposing practical solutions. Our goal is to inspire readers to approach business practices from new and innovative perspectives. Business Horizons occupies a distinctive position among business publications by offering articles that strike a balance between academic rigor and practical relevance. As such, our articles are grounded in scholarly research yet presented in a clear and accessible format, making them relevant to a broad audience within the business community.
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Inside front cover - ed board CIBER Acknowledgment Business and Peace, Part I: Insights from the first 20 years of B+P scholarship Inside front cover - ed board Peacebuilding by MNE subsidiaries: The role of intangible capital and local initiative
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