Dimitrios Sargiotis (National Technical University of Athens (NTUA)) has posted Fostering Ethical and Inclusive AI: A Human-Centric Paradigm for Social Impact on SSRN. Here is the abstract:
The paper presents a comprehensive framework for the development and deployment of AI technologies that prioritize ethical principles, transparency, accountability, and inclusivity. The author underscores the rapid evolution of AI driven by advancements in machine learning, data processing, and computational power, which have significantly impacted various sectors, including healthcare, education, and environmental sustainability. The paper highlights the critical role of ethical AI in addressing societal challenges, emphasizing the need for AI systems to be developed with fairness, transparency, and accountability to avoid biases and discrimination. The concept of "Ethics by Design" is introduced, advocating for the integration of core moral values throughout the AI lifecycle. Additionally, the importance of stakeholder engagement and the inclusion of diverse perspectives in AI development are discussed as vital to creating equitable and representative AI systems. Key principles of human-centric AI, such as explainable AI models, are detailed to ensure that AI decision-making processes are transparent and understandable, fostering trust and accountability. The paper also addresses the importance of regulatory frameworks, citing examples like the European Union's General Data Protection Regulation and the proposed Artificial Intelligence Act, which set stringent guidelines for data privacy and ethical AI practices. The author calls for continuous improvement in AI development to adapt to evolving societal norms and ethical standards. Future directions include advancing XAI models, enhancing stakeholder participation, promoting sustainable AI practices, and establishing robust regulatory frameworks to ensure AI technologies are developed and deployed responsibly. The study emphasizes that a human-centric approach to AI is crucial for harnessing the technology's potential to benefit society while safeguarding ethical principles and social equity.
