Lode Emmanuel Palle explained that Artificial Intelligence (AI) and Machine Learning (ML) have revolutionized the world of software development, empowering applications to go beyond traditional rule-based systems and enabling them to learn from data and improve over time. AI encompasses the simulation of human intelligence in machines, while ML focuses on the development of algorithms that allow systems to learn from and make predictions or decisions based on data.