The keynote presentation discusses the concept of accountability within software departments, emphasizing the importance of defining it internally rather than allowing business partners to impose their interpretations. The speaker draws parallels between historical biases, software development practices, and the misunderstandings that arise when teams attempt to implement methodologies like Extreme Programming without fully grasping their intent.