This lecture covers artificial intelligence, machine learning, distributed ledger technologies, blockchain, and technology applications in the humanitarian sector. Professor Karl Haberer introduces key data science concepts and machine learning types, followed by an interview with Joanne Rochelle on the ethical challenges of AI.