Google Unveils 'Deep Research' and 'Research Max': Next-Gen Autonomous Agents Powered by Gemini 3.1 Pro

product #agent 📝 Blog|Analyzed: Apr 22, 2026 07:00•

Published: Apr 22, 2026 06:37

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1 min read

Analysis

Google is supercharging enterprise workflows with the launch of its new autonomous Agents, Deep Research and Research Max. By leveraging advanced test-time compute and MCP support, these innovative tools can seamlessly connect to proprietary data sources for incredibly deep, multi-step reasoning. It's a massive leap forward in utilizing 生成式人工智能 to turn complex data chaos into actionable, high-quality insights!

Key Takeaways

•Features an advanced 'Max' version that heavily utilizes test-time compute to perform deep, asynchronous background tasks.
•Pioneers Model Context Protocol (MCP) support to seamlessly integrate with closed-source enterprise data platforms like S&P Global.
•Users can restrict web access completely to ensure research is conducted securely on strictly proprietary internal datasets.

Reference / Citation

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"In addition to the open web, it enables completely safe research by connecting to proprietary datastores provided by financial data firms such as FactSet, S&P Global, and PitchBook."

ITmedia AI+Apr 22, 2026 06:37

* Cited for critical analysis under Article 32.

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