Google has unveiled Deep Research Max for complex research
Google has officially announced the launch of its innovative research agents, Deep Research and Deep Research Max, powered by the Gemini 3.1 Pro model.
The new tools are designed to automate complex analytical processes and are already available to users via preview access through the Gemini API.
The Deep Research Max version is designed specifically for performing long-running research tasks that require maximum accuracy.
The agent performs advanced computations directly during query execution, allowing the system to verify data multiple times and generate comprehensive reports.
The base version of Deep Research is focused on high performance and easy integration into interfaces with minimal latency.
This version replaces the December release, offering significantly better performance for daily business tasks and operational analytics.
One of the key features of the new agents is the ability to work not only with open internet sources but also with internal corporate databases.
Thanks to support for the Model Context Protocol (MCP), companies can securely connect their own financial and analytical platforms to the system.
Deep Research agents have advanced capabilities for visualizing the obtained information in real time.
The system is capable of independently generating complex charts and interactive infographics using HTML or the Nano Banana toolkit.
The developers emphasize that Deep Research Max processes conflicting information much more effectively and draws on a significantly broader range of sources.
This allows for the creation of balanced analytical reports that take into account different perspectives on the issue and minimize the risk of errors.
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