Google has launched Deep Research and Deep Research Max agents, which are designed to automate complex research. These agents appear to have the capability to search both the web and private data, and are powered by Gemini 3.1 Pro. The agents' performance has been benchmarked, with the Deep Research Max agent reportedly achieving a high score, and are available on platforms such as AI Studio and APIs.