This podcast episode explores the intersection of chess, technology, and the future of machine learning through an interview with Tal Shaked, a former chess grandmaster turned tech professional. Tal discusses how his analytical skills from chess transferred to the field of machine learning, emphasizing the importance of integrating machine intelligence in a human-centric way. The episode also delves into the concept of machine learning engineering as a superset of software engineering, highlighting the challenges and strategies involved. The transformative power of machine learning in software development is explored, as well as the impact of machine intelligence in industries such as advertising, healthcare, and education. The interview concludes with discussions on how Moloco integrates advanced machine learning concepts into their products and services, as well as thought-provoking questions about the future of machine learning and the need to adapt to innovation.