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Google Launches Interactions API and Upgraded Gemini Deep Research for Developers

The new stateful interface exposes a multi-step web research agent built on Gemini 3 Pro for long-running, higher-reliability work.

Overview

  • Google released the Interactions API in public beta via Google AI Studio, unifying access to Gemini models and built-in agents through a single /interactions endpoint.
  • A reimagined Gemini Deep Research agent is now available to developers, using Gemini 3 Pro and training aimed at reducing hallucinations during complex, multi-step research.
  • The API adds features for agentic apps, including optional server-side state, interpretable agent histories, background execution for long jobs, and remote Model Context Protocol tool support.
  • Google reports state-of-the-art results for the agent at 46.4% on Humanity’s Last Exam, 66.1% on DeepSearchQA, and 59.2% on BrowseComp, alongside lower-cost report generation.
  • Google open-sourced the DeepSearchQA benchmark with 900 causal-chain tasks across 17 fields and said Deep Research is coming to Search, NotebookLM, Google Finance and the Gemini app, with Vertex AI support planned, as third-party coverage noted the same-day debut of OpenAI’s GPT‑5.2.