Explore a thought-provoking keynote address from IUI 2022 delivered by Stuart Russell, a renowned expert in artificial intelligence. Delve into the concept of "Provably Beneficial Artificial Intelligence" and its implications for humanity's future. Examine the potential benefits and risks associated with AI advancements, including issues of bias, social media manipulation, and autonomous weapons. Discover Russell's perspective on Alan Turing's predictions and the importance of developing AI systems that are demonstrably beneficial to humans. Gain insights from Russell's extensive experience in the field, including his work on global seismic monitoring and efforts to ban lethal autonomous weapons. Learn about the challenges in defining AI problems and the need for a new approach to ensure human control over increasingly capable machines.