Explore the exciting realm of interactive learning systems, which differ from traditional supervised machine learning by actively engaging with their environments. Discover how concepts like active learning and reinforcement learning are shaping the future of AI. Alec shares insights from his recent presentation at the O'Reilly AI conference, highlighting the relevance of these systems in developing effective data strategies.