应对生成技术的挑战:提出人工智能与区块链的融合

IF 5.8 3区 管理学 Q1 BUSINESS Business Horizons Pub Date : 2024-04-12 DOI:10.1016/j.bushor.2024.04.011
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引用次数: 0

摘要

生成式人工智能(GenAI)的变革性影响超越了传统人工智能,引发了众多担忧,包括在一系列行业中取代人类角色和人工智能的滥用。本文介绍了区块链技术,作为应对其中一些挑战的补充技术保障。我们强调区块链在促进人工智能开发和使用的透明度、可验证性和去中心化方面的作用,从而为以下四个不同的挑战提供潜在的解决方案:(1)人工智能的毒性、偏见和幻觉;(2)人工智能的利益错位;(3)人工智能是一个黑盒子;(4)人工智能的滥用。本文提出了通过整合区块链确保负责任、透明地使用人工智能的方法。我们将人工智能与区块链的融合定位为管理人工智能的社会影响和释放其效益的一种手段--取决于企业、开发者和监管机构等各利益相关方的共同努力。我们将就人工智能的道德使用以及区块链在提高人工智能的可靠性和组织问责制方面的潜力展开讨论。
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Navigating the challenges of generative technologies: Proposing the integration of artificial intelligence and blockchain

The transformative impact of generative AI (GenAI), extending beyond traditional AI, raises numerous concerns including the replacement of human roles and AI misuse in an array of industries. This article introduces blockchain technology as a complementary technological safeguard to address some of these challenges. We emphasize blockchain’s role in promoting transparency, verifiability, and decentralization in AI development and usage, thereby offering potential solutions for four distinct challenges: (1) AI toxicity, biases, hallucinations, (2) AI interest misalignment, (3) AI as a black box, and (4) AI misuse. This article proposes ways to ensure responsible and transparent AI usage through the integration of blockchain. We position the convergence of AI and blockchain as a means to manage AI’s societal impact and unlock its benefits—contingent upon collaborative efforts among various stakeholders such as businesses, developers, and regulatory bodies. We contribute to the discourse on ethical AI usage and the potential of blockchain to enhance AI’s reliability and accountability for organizations.

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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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