This chapter addresses frustrations with oversimplification in AI and the lack of recognition for data scientists' expertise. It explores the need for specialized knowledge in AI and machine learning, cautioning against the risks of relying solely on commercial language models. The chapter also discusses data privacy concerns, challenges in data handling, and the impact of sentiment analysis on understanding customer needs and optimizing content.