Marissa Mayer, former Google engineer and Yahoo CEO, emphasizes the transformative role of AI in advertising, necessitating more detailed data sharing and personalized consumer experiences. Mayer highlights the shift towards AI-driven ad targeting, the importance of ethical considerations, and the need for transparency in data practices to enhance advertising effectiveness and consumer engagement.