Google’s AI Research Agent Takes on OpenAI’s GPT-5.2
has launched its most advanced AI research agent yet, Gemini Deep Research, on the same day OpenAI dropped GPT-5.2. This new agent is designed to synthesize vast amounts of information and handle complex tasks.
A New Era of Agentic AI
However, Google’s new agent isn’t just a research tool – it’s a platform that allows developers to embed Google’s SATA-model research capabilities into their own apps. This capability is made possible through Google’s new Interactions API, which gives devs more control in the coming agentic AI era.
Deep Research Capabilities
The new Gemini Deep Research tool is an agent equipped to handle large context dumps and complex tasks. Google says it’s used by customers for tasks ranging from due diligence to drug toxicity safety research.
Integration with Google Services
Moreover, Google plans to integrate this new deep research agent into services, including Google Search, Google Finance, its Gemini App, and its popular NotebookLM. This is another step toward preparing for a world where humans don’t Google anything anymore – their AI agents do.
Addressing AI Hallucinations
The tech giant says that Deep Research benefits from Gemini 3 Pro’s status as its “most factual” model, trained to minimize hallucinations during complex tasks. AI hallucinations are an especially crucial issue for long-running, deep reasoning agentic tasks.
Benchmarking Deep Research
To prove its progress claims, Google has created a new benchmark, DeepSearchQA, to test agents on complex, multi-step information-seeking tasks. Google has open sourced this benchmark.
Competition from OpenAI
However, OpenAI’s GPT-5.2, codenamed Garlic, was launched on the same day, claiming to best its rivals, especially Google, on a suite of typical benchmarks. The competition is heating up in the world of AI research.
Conclusion
In conclusion, Google’s new AI research agent, Gemini Deep Research, is a significant step forward in the development of agentic AI. However, the competition from OpenAI’s GPT-5.2 is fierce, and the future of AI research is uncertain.
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