How Deep Research Works - Mukund Sridhar & Aarush Selvan, Google DeepMind
This talk details the development of Deep Research, a personal research agent integrated into Gemini Advanced. The core thesis is that by removing compute and latency constraints at inference time, AI models can perform extensive web browsing to generate comprehensive answers, addressing the limitations of traditional chatbots that often provide blueprints rather than direct solutions. The presentation highlights the product and technical challenges encountered in building such an asynchronous, long-form research tool within a synchronous chatbot interface.
15 min