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Google Search is changing, fast.
In this episode, Robby Stein (VP of Search at Google) breaks down how AI is transforming Google from a keyword-based search engine into a conversational, reasoning, and action-driven system.
Powered by Gemini 3 (Flash & Pro), AI Mode now supports complex multi-turn queries, real-time tool use, interactive simulations, and increasingly personalized results through opt-in “personal intelligence” that connects services like Gmail and Photos.
We explore:
- Why search queries are getting longer and more complex
- How AI Mode actually works under the hood
- Gemini 3 Flash vs Pro (speed vs reasoning)
- Tool use, thinking models, and real-time finance/graph simulations
- What “agentic search” really means
- AI booking reservations and completing tasks for you
- Personalized search powered by your own data (opt-in)
- The future of Google in the next 6–9 months
Search is moving beyond answers.
It’s becoming a planning tool, a thought partner, and eventually an execution layer that can research, decide, and act on your behalf.
If you want to understand where Google Search is heading and what that means for creators, founders, and everyday users, this episode lays it out clearly.
Subscribe for deep dives into AI, agents, and the future of intelligence.
By Superhuman AI4.8
88 ratings
Google Search is changing, fast.
In this episode, Robby Stein (VP of Search at Google) breaks down how AI is transforming Google from a keyword-based search engine into a conversational, reasoning, and action-driven system.
Powered by Gemini 3 (Flash & Pro), AI Mode now supports complex multi-turn queries, real-time tool use, interactive simulations, and increasingly personalized results through opt-in “personal intelligence” that connects services like Gmail and Photos.
We explore:
- Why search queries are getting longer and more complex
- How AI Mode actually works under the hood
- Gemini 3 Flash vs Pro (speed vs reasoning)
- Tool use, thinking models, and real-time finance/graph simulations
- What “agentic search” really means
- AI booking reservations and completing tasks for you
- Personalized search powered by your own data (opt-in)
- The future of Google in the next 6–9 months
Search is moving beyond answers.
It’s becoming a planning tool, a thought partner, and eventually an execution layer that can research, decide, and act on your behalf.
If you want to understand where Google Search is heading and what that means for creators, founders, and everyday users, this episode lays it out clearly.
Subscribe for deep dives into AI, agents, and the future of intelligence.

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