The chapter discusses the speculation around a super intelligence AGI breakthrough and its connection to the firing of Sam at OpenAI. It highlights the development of Q-Star, a breakthrough in language models, and the plans to create a specialized chip for running these models. The chapter also explores the events leading up to Sam's firing and the subsequent pressure on the company.