Welcome to this episode where we delve into the transformative world of generative AI agents, exploring their architecture, evaluation, and the shift towards sophisticated multi-agent systems. We'll uncover how these intelligent agents are being operationalized with Agent Ops principles and implemented in enterprise solutions like Google Agentspace, moving towards a future where agents act as specialized contractors. Join us as we discuss the practical applications, from automotive AI to cutting-edge research with Google's co-scientist.