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Google rolls out Gemini 3 with better reasoning, interactive search, and AI agents
Photo by Amanz / Unsplash

Google rolls out Gemini 3 with better reasoning, interactive search, and AI agents

Coming right after ChatGPT 5.1, Grok 4.1, and Claude Sonnet 4.5, Google’s Gemini 3 promises a sharper, more capable model built for real everyday use.

David Adubiina profile image
by David Adubiina

Google has rolled out Gemini 3, its newest flagship AI model, and it’s already shaping up to be one of the company’s biggest leaps in years. Instead of framing it as a simple upgrade, Google is pushing Gemini 3 as a smarter, more grounded system that can reason more deeply, create more fluidly, and take real action across apps, Search, and developer tools.

The most noticeable shift is in how it handles reasoning. Google says Gemini 3 is better at dealing with layered questions, understanding intent, and responding with more clarity. That means fewer vague answers, fewer overly polite detours, and more direct explanations that feel closer to how people actually think.

And the timing of all this is striking. The update arrives just after OpenAI rolled out GPT 5.1, xAI released Grok 4.1, and Anthropic dropped Sonnet 4.5. The rapid fire from all sides shows how quickly frontier models are evolving and how much pressure each lab is under to push the next breakthrough.

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How AI Mode in Search works (Credit: Google)

Gemini 3 is fully multimodal, and this is where the upgrade could become easy to feel. It can work across text, images, audio, and video as a single system, so when you ask it to compare two products, it doesn’t just describe the differences. It builds a layout. If you ask it to explain a process, it can produce a visual sequence or generate a structured guide instead of long paragraphs. This shift is especially visible in Google Search’s AI Mode, where answers now arrive as interactive tools rather than static blocks of text.

But the biggest conceptual leap sits inside Antigravity, Google’s new AI-first coding environment powered by Gemini 3 Pro. Instead of acting like a suggestion engine, Gemini behaves like a set of agents that can plan tasks, write code, test it, and show proof of what they executed through logs or screenshots.

Developers can jump between a familiar editor and a manager-style dashboard that reveals everything the AI is working on. It feels less like an assistant and more like a junior engineer that can explain its decisions.

Google is also introducing Gemini 3 Deep Think, an advanced version built for long, multi-step reasoning. It’s meant for heavier work like research, planning, and analysis—tasks that tend to overwhelm lighter models. Deep Think is rolling out gradually to testers now, with access expanding for paying users over time.

What sets this launch apart, though, is how quickly Google plugged Gemini 3 into Search. Pro and Ultra subscribers get the enhanced “Thinking” mode right away, and over time, tougher queries will be routed to Gemini 3 while simpler ones go to smaller models. That shift could change how people use Search entirely, especially for planning, troubleshooting, and making complex comparisons.

Conclusion

Gemini 3 arrives at a moment when every major AI lab is trying to prove it can deliver not just smarter models, but more useful ones. By tightening reasoning, deepening multimodality, and building agentic behaviors directly into tools people use every day, Google is signaling that it intends to compete on capability and ecosystem strength at the same time. It isn’t just trying to keep up—it’s trying to set the pace.

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David Adubiina profile image
by David Adubiina

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