This podcast episode explores the career journey of David Luan, the CEO and co-founder of Adept, and discusses the history and challenges of developing GPT. It also delves into the Brain Credit Marketplace at Google, the approach of Adept in building reliable AI products for enterprise customers, the growing awareness of agents, the critical path for building reliable agents, the potential of agent interfaces, the future of user interfaces, Adept's approach to AGI, the opportunities and considerations of embodied agents, and the reasons to be at ADAPT. The episode emphasizes the importance of co-designing and co-evolving products with users, the significance of resource allocation and a clear research direction, and the role of reliability, augmentation, and collaboration in AI development.