What is Google's Gemini Deep Research agent?

It's an AI agent built on the Gemini 3 Pro model, designed to synthesize information and embed research capabilities into applications.

How does Google's new AI agent differ from previous versions?

The reimagined agent allows developers to integrate its research abilities into their own apps via the Interactions API, going beyond report generation.

How does Google's Gemini Deep Research compare to OpenAI's GPT 5.2?

Both are advanced models, with Google's agent showing strong performance on benchmarks, though OpenAI's GPT 5.2 is a close competitor and excels in some areas.

Home / Technology / New Google AI Agent Embeds Research in Apps

New Google AI Agent Embeds Research in Apps

12 Dec

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Summary

Google launched Gemini Deep Research, powered by Gemini 3 Pro.
The new agent integrates Google's research capabilities into apps via Interactions API.
Google faces strong competition with OpenAI's newly released GPT 5.2.

New Google AI Agent Embeds Research in Apps

Google has unveiled a significantly updated version of its Gemini Deep Research agent, leveraging the advanced Gemini 3 Pro foundation model. This new iteration moves beyond generating research reports, enabling developers to embed Google's sophisticated research functionalities directly into their own applications via the novel Interactions API.

The Gemini Deep Research agent is engineered to process and synthesize extensive information dumps. Its capabilities are already being utilized by customers for critical tasks, including due diligence and assessing drug toxicity. Google plans to integrate this powerful agent across its services, such as Google Search and Finance, signaling a shift towards AI-driven information retrieval.

This development occurs amidst a heated AI landscape, with Google launching its update on the same day OpenAI announced its GPT 5.2 model. Benchmarks show Google's agent performing strongly, though OpenAI's latest offering is a close competitor, even surpassing Google in certain browser-based tasks.