For the more obvious improvements, Google says Gemini 3 Pro is at the top of LMArena with a score of 1501 points, while also demonstrating "PhD-level reasoning" on Humanity's Last Exam, earning a 37.5% score without the use of tools. Math buffs will also be happy to hear that the new model scored 91.9% on GPQA Diamond and 23.4% on MathArena Apex.
Generative UI
Google's press release bounces back and forth between calling this feature "Generative UI" and "Generative Interfaces," although I prefer the former. Essentially, it's supposed to make your AI results easier to read.
It's one of the few new features that's freely open to everyone, although Google has two different approaches to it, and not everyone might see the same one.
Credit: GoogleThe first is called "visual layout," and is more similar to Gemini's current results pages. Essentially, when you enter a complex, multi-layered prompt, like "plan a three-day trip to Rome next summer," you'll now get an explorable visual itinerary, rather than static text. This will include photos and clickable modules, but remain within the Gemini interface you've gotten used to. It may also have interactive sliders and buttons for further refining your search, but Google says the idea is to give you an "immersive, magazine-style view."
Credit: GoogleOne of the issues I've had with lengthy plain-text AI responses is that they can get a bit tiresome to skim, and Google's hoping this will help deal with that. Still, it hasn't settled on an approach. Both visual layout and dynamic view are rolling out today, to free and paying customers, but the company says that "to help us compare these experiments, you may initially see only one of them."
Unfortunately, it's only in the hands of a few "safety testers" for now. Google told press it will start to release "in the coming weeks," but even then, it'll be limited to Google AI Ultra subscribers. Since Google AI Ultra is $250/month (although it starts at $125/month for the first three months), that's a pricey proposition.
Gemini Agent
Another Google AI Ultra-exclusive feature, Gemini Agent will start rolling out to subscribers today, and is similar to the company's recent AI shopping push. The idea is for it to take action for you, to help you handle multi-step tasks without having to leave Gemini.
Credit: GoogleGoogle also says it will "seek confirmation before critical actions like making purchases or sending messages, and you can take over any time."
Google Antigravity
Finally, this feature is intended more for developers than the average internet user, but it's worth bringing up, if only because it's free. Called Google Antigravity, it's a new development platform focusing on agentic coding, AKA having the AI generate code for you. It's more complicated than that—you're able to freely browse and edit generated code—but the idea is to make it easier to use Gemini as a development partner.
Credit: GoogleWhat's probably more interesting, though, is that Antigravity is free, "with generous rate limits on Gemini 3 Pro usage." Yep, developing with Gemini is actually now cheaper than using Gemini, depending on what you want to do.
How to use Gemini 3
Google AI Pro and Ultra subscribers will also be able to use Gemini 3 Pro right from Google search's AI Mode, also by selecting "Thinking" from the model selector (next to the "AI Mode" button). Free users will have to stick to the Gemini app for now, unfortunately, but Google says that will change "soon." On the plus side, AI Mode will still be able to generate visual layouts and dynamic views, assuming you have access to Gemini 3 Pro within it.
Personally, I'm glad to see Google releasing Gemini 3 Pro alongside concrete new features, instead of just making "AI, but better." At the same time, because most of this requires a subscription, it's clear we're still a little while away from that wide AI adoption the tech industry still seems to be clamoring for.
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