Ethical dilemmas in AI refer to complex moral challenges and conflicts faced during AI development and deployment. These dilemmas often involve balancing benefits against harms, ensuring fairness, respecting privacy, and avoiding bias. Developers and users must navigate these issues to create responsible AI systems that align with societal values and ethical standards, promoting trust and safety in AI applications.