ISO 9001:2015

INSPIRA-JOURNAL OF MODERN MANAGEMENT & ENTREPRENEURSHIP(JMME) [ Vol. 16 | No. 2 | April - June, 2026 ]

Ethical and Sustainable Artificial Intelligence: Challenges, Frameworks, and Future Directions

Dr. Swati Mirlekar, Uzma Sheikh & Sahil Shukla

Artificial Intelligence (AI) has become a central driver of technological innovation, transforming industries and reshaping human interaction with digital systems. However, alongside its rapid growth, concerns regarding ethical implications and environmental sustainability have emerged as critical challenges. This research paper explores the integration of ethical principles and sustainability considerations in AI development and deployment. It examines how issues such as bias, transparency, accountability, and privacy intersect with environmental concerns including energy consumption, carbon emissions, and resource utilization. Furthermore, the study presents a comparative analysis of ethical and sustainable AI, highlighting their interdependence. Real-world applications across sectors demonstrate both the benefits and risks associated with AI systems. The paper argues that a holistic approach combining ethical frameworks and sustainability strategies is essential to ensure responsible AI that aligns with long-term societal and environmental goals.

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