The research potentially explores the key ethical, security, and privacy implications of Artificial Intelligence (AI)-based smart grids. The research provides insights into the potential concerns about AI adoptions in the energy sector by conducting in-depth interviews. The interview is conducted for the participation of experts and professionals from different fields including the energy sector, AI development, and cybersecurity. Key benefits and challenges for AI integration in energy grid infrastructure have been discussed across the research study. The study also emphasizes the contributions of green AI technologies to environmental sustainability and efficiency in the energy sector. The findings potentially contribute to understanding the potential privacy concerns, ethical considerations, and inherent security risks in AI-driven smart grids. The study will potentially inform the energy distributor about the development of sustainable and responsible energy solutions for the stakeholders of smart grids.