What are some of the biggest challenges facing AI product development today?

The biggest challenges facing AI product development today include data privacy concerns, the need for large and unbiased datasets, the difficulty of understanding and explaining AI decision-making processes (explainability), integration and scalability issues, the constant evolution of AI technology requiring continuous learning, and ethical considerations such as ensuring AI does not unintentionally promote harmful bias or behavior.