I got a private lesson on Google's NEW Gemini 3.0 AI Model

0:00I just got a private walkthrough of Google's new Gemini 3.0 launch from Logan Kilpatrick. And I'm not exaggerating when I say this is the most powerful vibe coding tool I have ever seen. And he takes us through how to get the most out of it, how to create 3D fully featured games, how to create a startup from scratch. But today's episode, if you stick to the end, is an unfair advantage with how to get the most out of Google's new powerful Gemini 3.0. Enjoy.

0:40All right, we got Logan on the pod. By the end of this episode, Logan, what are we going to learn? We're going to see Gemini 3 in action, building apps, and hopefully also showcase just the breadth of what this model is possible and what it's capable of. So hopefully folks feel the magic as we look through some of these demos. And by the end of the episode, will they have an unfair advantage around how to get the most out of this thing? Yeah, you're going to be able to build apps using Gemini 3 Pro for free in AI Studio. and hopefully you'll see all the pro features and stuff like that as well.

1:17This is the moment to really ramp up building things with AI and I think we'll deliver on that. Let's get into it. Yeah, I love it. The top level, obviously Gemini 3 is here which is super exciting. Lots of hype over the last few months. It's our new state-of-the-art model world-class intelligence and I think this mission statement for Gemini 3 really being this idea of helping you bring anything to life. So if you have a business idea, you have sort of a artifact, a picture, a textbook, a science paper, a receipt, whatever it is, like Gemini 3 has this capability to like bring whatever the thing is that you have to life, which is really exciting.

1:59So we're looking at it in AI Studio right now. It's available across a bunch of Google services like the Gemini app if you're sort of looking for an assistant or the API for developers and enterprises. is if you want to build this experience or build Gemini 3 into your own products. But we're looking at it right now inside of AI Studio's Vibe Coding Experience. So if you want to go and build an AI app or just build an app in general and use Gemini 3 Pro to either power that app or to build that app for you, we can go ahead and do that. So there's a huge breadth. And Greg, I'll sort of click on some examples and we can talk through them.

2:35But yeah, the TLDR is like just the overall design aesthetic is incredible. So these are a bunch of the examples of, you know, new landing page. Not that the world needs more landing pages. But, you know, the aesthetics are beautiful, which I think is the high level overview. And these are like one shot using Gemini 3 Pro, which is great. So if you if any of these speak to you, you can click into them and sort of remix and change and deploy them and all that stuff. the immersive games in 3D worlds is this really exciting bit and I think there's so many people and this is like not super business practical maybe it is and you can build like a small games business but I just I know so many people who like got excited about coding and building software and businesses and stuff like that because they're really excited about games and it's just hard to make games if you've ever tried before.

3:32Maybe even harder than a lot of other traditional businesses because of the complexity. And I think with Gemini 3 Pro, you can just five code games in real time, which is really, really awesome. So I don't know if any of these games speak to you, but we can go in and click through one of them really quick and then talk more about very practical ones. Well, so they all speak to me. And I wanted to actually speak to the point around, I don't know if games could be helpful in your business and my take is that vibe coding games as a marketing asset is so like you haven't done that before companies have not done that before but if you want to create like um you know gemini racer for whatever brand that you're working on let's say you're lululemon or something and it's just like a fun little christmas themed lululemon runner like i don't know but the fact that the fact is like if you can like in a few prompts build a game that could get traction on on x on tiktok on instagram on you know and it's it's now possible yeah i love that i think games are also like a just a proxy which is i think the other like very practical point which is games are just a proxy for like the model's overall capability so like hey maybe you're like i don't actually care about building games i think as you see some of these examples it like speaks to the level of sophistication that the model has an understanding of and we can just all click into one of these examples really quick.

4:56And we can do this Sky Metropolis one and go and build a bunch of stuff. I have not played this game before so I don't really know. I assume the point is build a great city. But all of this vibe coded inside of AI Studio, which is really, really exciting. And then there's some AI integration as well, which is like the city and the humans and all the stuff that's happening is built around is powered by our models behind the scenes. So it's a fun example of sort of what's possible. And I think this, again, this is meant, and Greg, you and I were talking off camera about this, this is meant to showcase single prompt generations, maybe a couple of multi-turn in some case, but this isn't something that we paid a team of 10 engineers five months to come up with and then put it into our demo.

5:48This is literally a vibe-coded example that the team was able to build pretty quickly. So I think it speaks to how accessible it is to build a bunch of this stuff. I feel like the games, people are going to look at vibe-coded games right now and they're going to think it's a game, it's a toy. But I actually think that the people who understand how important gaming is, I mean, games are content, right? And content's very important. Content makes businesses. So I think games should be taken equally as serious. So I know I'm going to be playing, building games and chipping games and seeing what happens as a way to spread whatever it is I'm working on.

6:31100%. So this is that VR. I don't know if this is actually going to break my laptop because I'm in Inception right here.

7:02Are you kidding me? You get the point. I wanted to pull out of that experience because I'm not hooked up to multiple displays, audio inputs or outputs. So I think this was potentially going to break the recording. but that is all vibe coded just using the camera out of the box which is a ton of fun so you can go in and the cool thing is this is the tempo strike game that you should be able to see you should be able to remix this experience so I think this is the really fun part which is like hey this app is actually weird in some way I want to add these features you can go into the gallery directly remix whatever it is and again this was vibe coded with Gemini 3.0 another one that I love is if you've seen this famous ball bouncing example, Greg, I don't know if you see these on the internet where people are like, this is like the quintessential AI test where it's like put the ball in the box and see if it bounces as it rotates in a circle.

7:58So I came up with this idea for how do you take that example to the extreme? And so we have like 20 different simulators running at the same time. This was one-shot vibe coded as well. And you can sort of mess with the simulation speed, what happens when you change gravity what happens when you change the rotation speed of all these apps and things get a little crazy you can change the bounciness of the balls all this stuff and I think it's just like the gist of this one is you sort of take these quintessential tests that people were doing with AI models and I was like how do you make this like the extreme version and this is very much an extreme version of the ball bouncing example and it just works out of the box.

8:43Again, literally single shot vibe coded, which is crazy, which I think shows the power of this model and I think is actually an underlying reminder that you have to be ambitious with this new model. What it's capable of is probably beyond what you're thinking. So ask for more, push the model, ask it to build more, try to come up with some of these ambitious ideas and I think it brings a lot of them to life, which is awesome. it's not just landing pages it's not just landing pages like please please do more than just build landing pages with gemini 3 pro and it really is super powerful and again obviously this is a gimmick example but i think it's meant to sort of like show you the art of the possible if you take sort of what you were trying to do before and bring those new ideas to life but um if we go back uh and potentially look at some of these i'm feeling lucky ones let's see if there's any good ones nano banana or maybe greg what's the business idea of the day for idea browser maybe we pop that in and we see what we and see what we get this could be a good one let's check it out let's check it out open it up ideabrowser.com platform for a generational gap talent matching platform for ai development teams this is actually interesting let me what's the best oh and we There's prompts and everything.

10:07This is perfect, actually. What's the best way of bringing it over? Are we just creating a landing page or are we creating the app? We should build a product. We should go for the ambitious version of this. Of course. That's the type of guys we are, right? I'm curious what happens if I just take this top level. Yeah, the idea. You can try it. Yeah, copy all of this. Let me see. I'm just trying to see is there like other details about maybe this stuff down here maybe I'll just take in the raw literally just command A and drop this in there and see what happens this could be an interesting idea build me an app based on what I saw from ideabrowser.com today I copy and pasted the whole website below for the business idea

11:01idea bring this idea to life. Make it fully functional.

11:15Go deep. Help me make this up. So what we're trying is we took an idea a free idea and we're just going to paste it into into Gemini and we're going to see what comes out got the idea, copied it over lots of random context didn't do any major formatting updates which you ideally would want to do but let's give it a shot and we'll see what happens and again for folks who haven't seen this is the ASU build experience you can sort of put in whatever you want from a prompt perspective you can put in multimodal inputs You see on the left-hand side the prompt that I put in. The model is thinking, and it's coming up with what the plan should look like.

12:03There's a bunch of AI-suggested sort of different additions to the app that I can make in this context about making a better matching algorithm. There's also just suggestions about the overall product experience. So you can take your code, you can deploy it, you can share it, et cetera, et cetera. and then actually afterwards we can directly look at the code, manually edit it, preview on different devices, all those kinds of things. So the model came up with a plan, only had to think for 18 seconds which is definitely longer than I thought for. And now we're sort of going and generating the actual website.

12:39And one of my favorite things is, and we've been very thoughtful about this from a vibe coding perspective, if you've never written software before, one of my qualms with a lot of products out there is that you sort of see too much detail. And what I really like is maybe you're like, hey, I'm sort of curious about what's actually happening behind the scenes, but I'm not a deep engineer and I don't really know what's going on. You can just hover over some of these files and it'll actually tell you what's happening. So like mockdata.ts is the mock data for users and market stats. You can go to this Gemini service config, which is Gemini service for enabling compatibility between profiles.

13:18so you can get sort of like a quick intuition behind what's actually happening in this app and then if you have like oh i have some idea or i need to tell someone else i actually do work with the developer and they're sort of going to like take this idea i have and then go and implement it you can sort of point them to some of these files or just ask the model directly to be like hey you know update x y and z file or hey update x y and z setting and it should be able to do all of that, which is awesome. So the moment of truth, did we get a working app? Let's go full screen and we'll see. And just to take us back to the idea really quick was generational gap talent matching platform for AI development teams.

14:01Pairs junior developers with senior industry veterans to create balanced AI project teams. Junior developers bring technical knowledge of emerging tools, but lack practical experience while seasoned professionals contribute deep expertise, but need access to cutting-edge approaches. So it sounds like it's a people-matching platform based on sort of like talent and background and expertise. And there's actually a business model around this and sort of memberships and subscriptions and enterprise access, which is super interesting. So let's see how close we got. I don't know what your reaction is, Greg, but I feel like this looks like a reasonable, looks like a fine landing page.

14:41nothing crazy I mean it's clean I like the interactions on like the AI talent market is booming I would personally probably reprompt it to I'm just more of like a I like light websites right now like you know so if you don't mind a light website with like pops of color which is every designer hates that feedback. Make it pop more. But this isn't a designer. This is Gemini 3. Gemini 3's design capability is really good. Thankfully it won't hate the feedback that we should make it light. I actually agree with you. I prefer light websites. Let's see if there's actually any functionality. I clicked on find your match and it sort of takes me to a bunch of people.

15:42And then let's see, if I click Analyze Fit and then it's sort of analyzing based on something. I don't know what's happening behind the scenes right now, but we'll see. I assume the AI model is actually sort of like analyzing. Oh, interesting. The pair exhibits exceptionally high compatibility for generational talent fusion. I love that, generational talent fusion. this is super cool yeah I mean I mean this is one prompt and it feels like just this is my gut reaction this is the first time I'm seeing this it feels like this is kind of like an elevated version of any vibe coding platform I've seen like it just feels like it's going a little bit it's getting a little more horsepower yeah 100 % yeah and so in the enterprise team builder there's like an available talent pool and then I can put these folks in and then I can analyze the balance of the team and the roster.

16:37And again, behind the scenes, for folks who haven't played around this experience before, we have all the Gemini API, all of Google's AI model infrastructure hooked up behind the scenes. So when you ask for AI features, the model is really well-primed and has all the right context in order to go in and make all those features possible. And that's where we're seeing on all these random pages, There's an AI team balancer that's analyzing the different profiles of the current roster of folks. And if I were to remove two of these people and reanalyze, it should give me a different output based on Sarah and Fake Roberts' profile specifically, which is really cool.

17:23And I think the thing, to your point on this, is interesting. Dashboard, your personal command center. All right, so we got the new version. Hell yeah. This looks better. This just looks like clean. If I didn't know better, I wouldn't know this is vibe coded. Yeah, I love it. Well, it's purple. That's how you know. That's true, actually. The purple. We should change the purple. I know that, you know. Let's do it. I'll say I don't like the purple. What's your favorite color? Green. Let's do green.

18:00Purple vibe. so the m dash is to AI writing which is what purple is to vibe coding exactly the green and while we're having the model do some work for us anything else maybe we I'll just say and throw in five new AI features as well while the model is doing the work, we might as well, uh, we might as well get it to do some more stuff. So we'll switch the colors to green. We'll add some more features. Um, I like this. I think the design is also better. I asked it to, I forgot what was my prompt before. Um, I said, spruce it up, add some social proof. Um, and if we go back to, I think it added this like industry is talking section, which I like is like a common sort of pattern, uh, from a landing page perspective.

18:57So I like that. The design also looks good. I feel like this is a common approach of how I would see that sort of design show up, which is great. And how expensive are we talking in terms of tokens? How much does it cost? Yeah, that's a great question. So the fun part is that the model is available, especially through this experience of you want to build an AI app or build an app in general. It's completely free. So you can go to ai.studio slash build, access this, start building your product or experience. It doesn't cost anything, which I do think is part of this headline story of making this capability accessible.

19:42There are limits, and after you hit the limits, we sort of prompt you to switch over to a paid API key and then you can sort of keep going as far as you want and use it as much as you want. The actual model is$2 per million input tokens and$12 per million output tokens. So it's priced below some of those sort of comparable competitive models like GBT 5.1 Pro, as an example, and Claude 4.5 is lower priced than both of those models. And that's for input tokens less than$200 ,000. And then over$200 ,000, the price, I think it doubles for both. So it's$4 per million in and I think$24 per million out, though.

20:32I'd have to fact check that. So similar pricing pattern to what we've done in the past for all these pro models, which is great. It's adding a bunch of features, which is exciting. I feel like I'm going to go build this company after this and help. Interview Simulator generates a role-specific interview question to help you practice. this skill gap analysis comparing your skills to market trends smart icebreaker like that's where there's opportunity in using like this product is you know we're going from web apps to smart web apps right yeah and actually what i love too greg is like i sometimes have this like writer maybe not writer's block but like vibe coding block where i'm like i don't know the ideas like i don't know what the best ideas are and i my routinely use this this sort of prompt which i have here which is just add in five additional features.

21:22The model takes in all this context and all these ideas that I wouldn't have thought of. Even if they're crappy ideas, I can always just remove those features, but the one feature that shows up here that's actually really great, it feels like that magic moment. I feel like that loop of just add five additional features, let the model figure out what they are, and then play around with them works really, really well. But we have your green website now. What do you think? I mean, dude, this looks fresh. I'm not even just saying this. This is like a fresh, it looks great. So now we can connect with people.

21:58And then I think it's drafting some sort of draft email, I guess, for reaching out to Sarah, perhaps. Hey, Sarah, Alex Chen here. Your system design work is impressive. I'd love to connect and learn from your perspective. Thanks. Send it. I don't know what it's going to do when I press send. And obviously this button does not look good. But hopefully it doesn't work. This is a great, actually, example of this annotate feature, which I don't know if folks have played around with, but I love this. And I can just box in this little section, and I can add a text box and say, this send button doesn't work and seems oddly placed.

22:44oh wow I didn't know that that existed yeah and then you can just add it to the chat it goes down here and then already apply the edits shown in the screenshot which is great so now we'll fix that which is wonderful and then we have our enterprise team roster team configuration this is great I feel like we should try some other ideas or play around with some other stuff but I feel like we have this sort of like bones of bringing this idea to life and then I'll sort of just hit two more points really quick which is let's say this was the fully working version and you're like, I'm ready to go. I'm ready to start my sort of talent matching platform.

23:22You can go and deploy the app and actually start sharing with people externally. You can also share the app with a friend or a small group of people. So you and me could keep iterating on this or if you want to just get the feedback from two or three people that you know and be like, hey, does this idea make sense? Does this UI make sense? you can actually share that and continue to iterate together which is really cool. Or move the code to GitHub, download it, do all those types of things that you want to do. Hopefully folks will be able to actually build some of these ideas and share them with folks.

23:56That's really cool. We had an offsite recently and we had a vibe coder in the offsite and as we're spewing ideas they're just building in the meeting. And I feel like that's going to be the future. That is the future. I was on a call with a clothing brand company, and they were telling me about how they're like, we've always wanted virtual try-on, and we've always wanted this AI-enabled mood boarding so that we can sort of try out different things. And I'm just like, yeah, okay, keep telling me. I'm just like spitting. I'm like, okay, and here's the app for that idea, and here's the app. And this is live on the actual customer call.

24:34So I think there's, for folks who are like building businesses, especially if you're like trying to get your initial customers or like trying to win certain customers, like people have not seen that flywheel. If you go to sort of the long tail of like random businesses in America and like meet the business owner, they have not played with these tools. And if you can sort of build something in real time, like I think that blows the mind of so many people. And also being able to like customize it based on their experience. and maybe we can actually do an example of that because I think this is really powerful and this is maybe too meta, Greg, so you can tell me we shouldn't do this instead but I want to go to ideabrowser.com and I want to screenshot this website and I want to rebuild Idea Browser in AI Studio and have AI actually generate all this stuff for us just to showcase how good it is at getting close to this design idea but I'll wait for your consent because I don't want to steal the idea of browser thunder from you.

25:33Absolutely. All right, so I'll zoom out a little bit. I'm sharing this tab. I'm just going to zoom out so that I can try to capture as much of this content as possible. And I'll scroll down. Capture the screenshot. I don't know if you'll be able to do it, but, you know. Yeah, we'll give it a shot. We'll give it a shot. We can't. I'm sure your team spent a lot of, I think there's, I'll make the comment, which is a lot of the magic is in the nuance of this stuff. Like I think your team and others like have great perspectives. So I don't mean to, I don't mean to say that it's easy to copy any of these ideas.

26:13But I literally, I'm going to say clone this UI exactly. make me a button to generate tomorrow's idea based on the daily business trends through Google search, through grounding with Google search. Make it all work. be interactive and powerful. All right, we'll give this shot close UI. Exactly. And the practicality of this, and other than I'm not endorsing going to Idea Browser and copying the website, I think what in practice actually, the real use case for this that our team benefits a lot from is we do this with AI Studio ourselves. So our team is building a product. We want to sort of iterate continuously on what that new product can look like.

27:21We literally take the AI Studio UI, we screenshot it, and we say, hey, what would it look like if you sort of changed this configuration or added this feature here and there? And that flywheel really works well. And actually inside of Google, we've seen a huge amount of traction of teams going and using AI Studio to rapidly iterate on their product experience. and I think it's like even if it's not building the full production version. So if you're watching this and you're sort of past the stage of just complete vibe coding where you're building something that new from scratch, even if you have an existing company taking the product, screenshotting it, iterating on the UI works really well.

28:01And I think it goes back to my other features, my suggestion of which I do all the time is I screenshot the Azure UI, I'm like clone it and add five new features. And the model just comes up with it. And some of the things are really dumb and don't make any sense. But every once in a while, every three times, I get something where I'm like, crap, we need to build that. That's such a good idea. And I didn't have that before. So I feel like we should hopefully do this for Idea Browser too. And maybe we'll come up with the next feature for the website, which would be really cool. And I will say, you can also screenshot an app and then just find a new niche or find a new geography.

28:38I was reading about Wealthfront today, which is a Robinhood of Canada. They're doing 300-400 million ARR or something like that. It's just Robinhood for Canada. It's just the same concept but focused on a different geo. There's opportunities to build businesses that are just new geos or just highly verticalized. Yeah, I love that. If folks are watching on the left-hand side, I generated the app. It ran for 95 seconds. No preview was displayed. So I told the model I don't see anything. The screen is white and blank. So hopefully we'll. This is the experience of vibe coding, honestly. Sometimes things don't work and you have to take another shot at it.

29:21But we'll see if it gets it on the second shot. It's usually just if there's nuanced context that folks use AI Studio a bunch. And if you run into this, there's all this special formatting we have to do in AI Studio to make the app compatible with this rendering environment that you see on the right-hand side, which is usually what trips the model up because it's used to just building software fully unconstrained and then it comes into AI Studio. We have a bunch of very specific instructions of making it work with this rendering environment. It is a common failure mode. If this happens to you, literally just tell the model you don't see anything and it should fix it automatically and we're doing a bunch of stuff to hopefully mitigate that in the future as well.

30:03don't give up basically don't give up yeah yeah i mean you're like one prompt away from it working all the time uh it's it's like that meme of like the the person in the cave with the pickaxe and like the diamonds are right behind and it's like you're that little gap is usually like literally one the one prompt um is potentially that gap which is really cool all right let's see it realized it was missing the index.html file it was incomplete uh which makes sense so hopefully it'll fix it very quickly. And I think for folks, again, who have used 2.5 Pro, I think 3.0 Pro is like roughly on par from a latency standpoint.