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Nataliya Marinova
ADVANTAGES AND ETHICAL CONSIDERATIONS OF INDUSTRIAL IOT ARTIFICIAL INTELLIGENCE SOLUTIONS USAGE
Abstract:
The objective of this paper is to research the synergistic interaction between Industrial Internet of Things (IIoT) and the application of Artificial Intelligence (AI) in IIoT ecosystems (AIoT). For achieving this purpose, a method of integrative study of leading scientific publications on the topics ‘Industrial Internet of Things’ and ‘Artificial Internet of Things’ and the PRIZMA flow chart for filtering the list of found documents are applied. The inability of full coverage of the AIoT topic in one article has necessitated the usage of an approach for its content analysis in several thematic groups. The IIoT and AIoT concepts has been explored by various theoretical and practical aspects in many scientific papers published mainly over the past five years, but continues to arouse the interest of researchers. The novelty of the manuscript could be viewed in the attempts of systematizing the key characteristics, advantages, and risks in the practical use of these technologies in the form of smart manufacturing machines, robotic devices, autonomous vehicles, and software for predictive maintenance, and in outlining the possibility for green and sustainable AIoT platforms creation. It is concluded that a key requirement for the implementation of AIoT solutions is the consideration of the various threats and ethical aspects of their design, which contributes to the correct definition of the ‘social value’ of such business initiatives.
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Dinko Herman Boikanyo
ETHICAL CONSIDERATIONS AND SOCIETAL IMPACTS OF AI ADOPTION IN SMEs WITHIN EMERGING MARKETS
Abstract:
This paper examines the ethical considerations and societal implications of AI adoption by small and medium enterprises (SMEs) in emerging markets. Drawing on Stakeholder Theory, Diffusion of Innovation, and the Technology-Organization-Environment framework, it proposes a comprehensive conceptual model that places ethical principles, fairness, accountability, and inclusivity at its core. The discussion highlights the complex interplay of technological, organizational and societal dimensions, illustrating how AI can enhance competitiveness while potentially exacerbating inequalities and raising privacy, bias and transparency concerns.
By integrating ethical and societal factors into a single framework, this study addresses a critical gap in current research, offering guidance for SME leaders, policymakers and researchers. The propositions suggest that ethical leadership fosters stakeholder trust, and that inclusive policies are essential to prevent AI-driven inequalities. This framework can serve as a roadmap for responsible AI adoption, informing capacity-building initiatives, regulatory guidance and future empirical studies. Ultimately, the paper invites further research to validate and refine its concepts and to explore cross-industry and cross-regional variations, ensuring that AI’s benefits are realized while mitigating its ethical and societal risks.
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Reis Mulita, Zurab Nasaraia, Oksana Konarivska, Svitlana Boiko, Tetiana Paniuk
SOCIETAL IMPACTS AND ETHICAL CONSIDERATIONS OF AI IN THE BUSINESS
Abstract:
Using advanced technologies in general, and AI in particular, are enabling and bringing valuable services and contributions to society in many directions. Likewise, for nature, their contribution is significant in different areas. But, as we consider the positive aspects of AI for society and nature, we must bear in mind that at the same time the advancement of technologies and the use of AI are causing societal side effects and external costs, which are tangible and visibly damaging society and nature. In this presentation, through literature sources and empirical findings, we will highlight the positive and side effects of the application of AI, assessing that the challenge of society and professionals in the field is to minimize side effects and external costs of AI, making the AI beneficial for humanity. The paper conveys the hypothesis that the application of AI Ethics is an effective tool to make AI useful and beneficial both for society and for nature. For this purpose, corporations and businesses of all sizes, must clearly articulate their attitude and behaviour in regard to the use of technologies. The collection of literature, empirical findings, analysis, comparison, generalization, and evaluations will be used as research instruments to testify the idea presented. The paper recommends that business organizations should apply the AI Code of Ethics as an integral part of their daily activity.
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Izabela Filipova Yonkova
A CRITICAL REVIEW OF ETHICAL INFRASTRUCTURE BASIC MODELS
Abstract:
The study aims to consider and analyze the main theoretical formulations with a high degree of influence on the ethics in public sector organizations. It also presents basic ethical concepts and defines a conceptual apparatus applicable to the sector. The elements included in the existing models of the ethical infrastructure are analyzed and critically presented through the methods of comparative analysis. Discussion questions are raised with regard to building ethical infrastructure in public sector organizations.
