Introduction The rapid advancement of generative AI models, such as Stable Diffusion, content creation is being reshaped through AI-driven content generation and automation. However, these advancements come with significant ethical concerns such as misinformation, fairness concerns, and security threats. According to a 2023 report by the MIT Technology Review, https://challenges-in-ai-marketin57812.aioblogs.com/86236854/navigating-ai-ethics-in-the-era-of-generative-ai