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Google Launches Gemini 3 Across Products With Generative UI and Agentic Tools

Early tests highlight powerful agentic upgrades despite premium gating, occasional hiccups, pricing worries.

Overview

  • Gemini 3 is now live across Google surfaces, with AI mode in Search limited to Google AI Pro and Ultra subscribers in the U.S. and a new Thinking setting for tougher queries.
  • Google is adding generative UI in Search responses, producing interactive layouts and tools such as simulations or calculators when relevant.
  • Deep Think, the higher-intensity reasoning mode, remains gated for safety reviews and will reach premium tiers first.
  • Model documentation cites top benchmark results and a 1,048,576‑token multimodal context window with up to 65,536 tokens of output for API use.
  • Hands-on reports show impressive one‑shot code+UI generation and agentic workflows, alongside uneven visual fidelity, occasional execution errors, reliance on connected tools for fresh facts, and influencer concerns about token pricing.