Alec discusses the concept of interactive machine learning, emphasizing the importance of algorithms learning from dynamic environments rather than static datasets. He illustrates this with a demonstration using Super Mario Brothers, highlighting how games serve as controlled environments for rapid experimentation and development of AI agents. This approach allows researchers to explore complex interactions safely and efficiently.