According to Richard Seroter, the concept of a 'context lake' could play a pivotal role in facilitating centralized and shared context for both AI agents and humans. This emerging idea focuses on enhancing the efficiency of agentic AI systems by creating a unified repository for contextual information, which could improve decision-making and collaboration between humans and AI.