GPT 6 Astra Operating Systems are Insane

summarized

TLDR

GPT-6 Astra's long-context recall jumped from 73.8% to 96.3%, and its design judgment and data analysis have improved significantly over GPT-5.6. The real story is that these gains unlock practical, one-shot use cases—like building a financial operating system or a full website—that previously required multiple iterations or separate tools. The model's ability to generate polished UI with proper spacing and golden-ratio proportions is a genuine step forward for non-designers.

Key points

GPT-6 Astra's long-context recall improved from 73.8% to 96.3% over GPT-5.6.

The model can build a financial operating system with UI in a single prompt.

Design judgment and on-screen accuracy for screenshots have improved significantly.

GPT-6 Astra can generate websites with proper spacing and golden-ratio proportions.

The model can analyze transactions and emails to find spending leaks and investment opportunities.

Tools mentioned

Techniques

  • long-context recall
  • one-shot generation
  • UI sniping
  • golden ratio spacing
Transcript (captions)

0:00 Jackbt Astra just dropped. I have been playing around with it since I've got my hands on it. And it has unlocked genuinely new use cases for me. Now, instead of showing you how to build a

0:10 new video game, I'm going to show you the five top use cases that you need to do right now. And I'm also going to include all of the prompts and systems to do those use cases down below so you

0:20 can grab them completely for free. They'll be in the bowl. Starting off with number one. And we're going to do this across five levels as you can see here. And the first one is going to be

0:28 use CHBT6 for one of its most powerful use cases, which is solving your biggest problem to date. So going to come down to the second link in the description. And once you're inside the vault, you're

0:39 going to go ahead and grab this. And effectively, what we're going to do is copy this prompt like so, and head over to chat GPT. Now, you have literally the world's smartest models at your

0:47 fingertips, and we want to use that to solve our biggest problem. But the criticality here is in how we prompt him. So essentially, phase one is going to interview you. It's going to find

0:56 your single biggest limiting factor in your business or your life for the next three months and it's going to interview you one question at a time. Once it's done that, it's going to come back to

1:05 you with a game plan and break down how you solve that bottleneck in 90 days. Then phase three, this is where we take it from Joe to pro. It's going to debate this with Claude Fable 5.1. So you get

1:18 the second level frontier model. All debating how they can improve that for you and it's [clears throat] going to execute that with sub agents. You're going to send that one off and it's

1:26 going to ask you clarifying questions before you even get started. And for this, we want to use the most powerful setting in Astra, which is going to be extra high. If you don't see this in

1:35 your open a right now, you just need to update the app. And as you can see, first question, 3 months from today, what is one change in your business or life that would make a big difference

1:43 from you? I'm starting off with the basics, and we're just going to get more and more interesting as we go through this. And by the way guys, if you haven't grabbed that coffee, do make

1:51 sure you have it because you're going to need it as we go through these five different levels. Now, once you've done that and you built out the entire strategy, you're locked in. It takes us

1:58 nicely onto level two. And this is the business intelligence operating system. What is the idea with this? Well, first of all, think about it from this point of view. It's long context recall went

2:08 from 73.8% in 5.6 to 96.3%. Now, one thing you know if you follow my channel is I have my agentic operating system. It does many things. It has my

2:19 entire AI system memory. I can use any model in this. It tracks savings. It gives me insights. I asked the new GPT6 model to go ahead and build for me a financial and business operating system.

2:33 I have my business OS. I also have my design OS which lets me design many things, check things in my library, access files everywhere that I want to go through. Now, the business OS is

2:43 incredible. And just look at the level and quality of UI. The idea being is that you have one operating system that has everything. I've been building this out for months, but you can see US bank

2:52 accounts, income levels, room to breathe. I even had it at ask this. So, I can ask any questions. Just look at the smoothness of this. How you can ask it any single question you want to. I

3:01 built this, by the way, in one prompt. How ridiculous is that? I can come down. I can see cash flow, all these different things. And just look at the UI, guys. It's beautiful. And what's really

3:11 impressive with this is the fact that it really understands this idea of core UI and spacing. So it's not cramming everything together. It's giving breathing room. We've got growth here,

3:21 which is awesome. And you can see there's just all sample information. And ultimately, we've got a connection section. So you can see the data that's actually going ahead and powering this.

3:30 Now to build this, you're going to come down, just copy this in, and then just drop that into chat GBT. It's going to ask you a couple questions like what are your income goals? What is one goal this

3:38 quarter you want to achieve? And the whole idea of this finance operating system is it is all geared towards helping you hit the goal in the next three months. When I built and sold my

3:47 last tech startup, one of the things I realiz is it's too you don't want to forecast in 12 months. No one knows what's going on. So it's built around basically systems to pract practically

3:55 help you get way further ahead. And then it's going to give you information like income trends, all that kind of thing. If you don't have an agentic operating system, you can build one. If you just

4:03 want to grab mine, it's available in the community. I'll link down below. It's just one click. You can install it, get it set up, and you also get access to all the bazillion other calls

4:11 communities that will get you light years ahead of everybody else. So, I'll put a link down below if you want to go ahead and grab that. Now, once you've got a financial operating system you've

4:19 built by this, and by the way, you might be wondering, well, how good is it what Claude did? I actually had Claude Fable 5.1 built the same thing, and its results were quite different. This is

4:28 what Claude Fable 5.1 built me. And as you can see, it's kind of good. It's okay, but you can just see the difference in the text density and how kind of skewed in together. Again, Fable

4:39 5.1 is a fantastic model. But you can see that when you give it the right systems, it's just a bit of a cut ahead. And this itself here is a component that I also got from 21st. Which is

4:51 essentially a website where you can do what I call UI sniping. Finds different components, add them in there, and it will add it in for you as well. And that takes us very nicely onto level three,

5:00 which is going to be the ability to build beautiful websites. As you know guys, I love design. It's one of the biggest comments I always got my last tech startup. Oncreen accuracy for doing

5:10 screen spots pro has gone up quite a lot. But the most impressive thing I found is this ability to create things on one shot basically. Let me show you an example of what this built for me.

5:18 Again, this was one shot. Now look at this. This is based on some good design reference, but look at this Jack AI. Look at this beautiful interaction. I can scroll down. I mean like this is

5:29 craziness to me and I just feel blessed that we can explore this cool technology and do cool things. I'm Jack Roberts. I teach AI through real build. It's very cool and again you got all the different

5:38 technologies that I cover here which is cool. Check GPT. I got Claude Open AI cursor figure member different brands. Um got this animation here. Scroll down and then we've got uh basically this

5:47 beautiful uh some call it scroll stopping which I think is fantastic. come down. You can see the entire you glido, my community, all this cool stuff. It is really, really, really

5:58 freaking cool. How do we actually build it? Well, I'll show you right now. I just gave it a prompt. By the way, guys, I grabbed my beautiful coffee. I was watching the GPT6 games that existed and

6:07 I just cooked in the background with such little um kind of like input. Now, to do this, all you're going to do is come over and you can come down and you're literally going to ahead and grab

6:15 this prompt. But to do that, you need the ability to correct images and videos. One website I've been having an incredible time with recently is Open Art. And I recommend you come down and

6:24 basically just take a screenshot of this web page. I will put a link down below just so you can literally grab it or copy openart.ai and then just head back over to chat GPT. And once within chatg,

6:35 hey there, I want you to go ahead and connect to the open art CLI. CLI just means command line interface and effectively it just means that this can go ahead into open art and kind of

6:44 create everything for you. Now, Chai GBT6 is incredible at actually using browsies, but we just want to use a CLI here just because it's easier. Now, in open, it says it has access to the

6:55 world's best, in my view, image generation model, which is seed dance 2.5. You get full access to it in this platform, which is great. And obviously, you can get this in a few different

7:04 places. I do really like the UI and the kind of the the whole experience that you get inside the platform here. Obviously, you can go with create videos, explore world generations,

7:12 characters. MCP is 10% cheaper. But the cool thing about this though, guys, is once you create this and you connect your Open R account to ChatGBT effectively, it can just sit there

7:23 generating for you images and videos on autopilot without you even having to worry about it. Then if you want to do more things on a website, you can double click in, create videos, images,

7:33 smartshots, create characters, voiceovers. You, if you can imagine it, it's probably on this page somewhere basically. So you can have a lot of fun with this and just let checkout run

7:41 rampant because when we do give it tools and access to open art basically it can do anything connected which is awesome and that's exactly how we went ahead and got this. Now you won't get brilliant

7:50 results unless you have a great reference. I'll put a link down below for this website that I built that basically combines loads of different systems you can use. Uh 21st dev is

8:00 fantastic. Loads of different guys here. I really like referral on this. This is one of my current favorites right now. And effectively you can go on here and just find uh any kind of design systems

8:10 that you like. Go ahead look at different websites and just give that as an example reference. And so the reference I use here was this beautiful offbrand website. And again you can see

8:17 how closely and how well it's been able to capture that entire design creative. So I'll put a link down below for open art so you can check out and build any images and videos that you want to. And

8:26 in reality when you're building these websites you want to get inspiration from multiple different sites and create something really unique and spectacular. Now, this takes us very nicely onto

8:36 level four. And level four itself, as you can imagine, is pretty cool. On level four is essentially UI systems. So, you can already see how proficient this is. Man, this is so freaking cool.

8:44 I love this. So, the idea of UI systems, let's say you're looking at my Instagram, for example, and again, while we're talking about this design judgment has improved from GPT 5.6 Soul to GPT6

8:55 Astra. Really freaking cool. So, what can you do? Let's say that you're doing Instagram and you want to grow on Instagram. So, that's a focus that we've had recently. Uh, I say we in the rule

9:02 sense, like it's me basically. But essentially, what this can do is design beautiful UI graphics for you. What do I mean by that? Well, check this one out. What you want to do down here, and by

9:12 the way, for the website skill, I've got this one down below, which is a design loop skill, which will bring in critics and help you crush it. Now, for level four, we're talking about UI systems.

9:21 Now, you can see it is I I actually do want to call this out just how good it is at designing this sort of stuff. So, for example, check this out. This is a guy who just

9:31 literally since he's got his hands on GPT6 has been building these beautiful UI systems. Look how crisp they look. Drink a sip of that coffee and drink this. Drink the image and drink the

9:43 coffee. This is freaking beautiful how it can build. And this is just the tip of the iceberg, guys. You're limited essentially only by your imagination. That's the whole thesis of this channel

9:51 is that if you can imagine it, you can essentially create it, which is awesome. Now, how do we do this? You can give it a very, very simple prompt. Okay. Now effectively you bas explain what you

10:01 want and it can grab it. You can also connect to just like the website I showed you earlier 21st.dev to go ahead and grab some different components signups signin forms anything that you

10:11 want to. Now I asked it to go ahead and just build me some interesting stuff and this is what we got. Now look at this. So I asked it do you know that component I showed you earlier? All I said to it I

10:20 said go and grab this component from 21st.dev and make it deepseek themed. And it's gotten the spacing right. Remember 1.61 61 is the golden ratio. It's why like shoulders to waist for a

10:31 guy, that's what they want. But it's it appears in everything. That ratio, it's why Apple websites look so gorgeous because everything all text is 1.61 either above or below as a multiple from

10:40 everything else. And it's gotten that kind of distancing perfect. All I said is add deepseek as an option and it's gone ahead and done that. And all these other ones here, guys, it designed

10:49 itself. I mean, look at this. We got signaps over here, resonance down here, and then AI constellation at the bottom. And I've just zoomed out there so you can have a quick look. And look at this

10:58 AI constellation. Like it is absolutely gorgeous. And we can even find out what are the best assets. Hey, what are the best websites to go ahead and find UI components to build in any model? And we

11:08 can actually just find these websites, get them as resources and do that. So I've just done a bit of a kind of online web search with Glido to have a look. And it's given us a couple of other

11:15 different examples here, which is awesome. Let's open a few of these up and see what we think. And again, and we can just do this, chat to Glider, whatever we want to, and just get any

11:23 information that we like. And again, these once you build these components, I recommend that you store them in a folder that you can just wheel out yourself. You're going to build up a

11:31 system of imagery basically where you can do anything. But this is one thing, but it takes us so nicely onto level five. What is level five? Well, it's not our beautiful business lic dashboard.

11:42 It's something a little bit different. Five is all about saving you money and actually making you money. What do I mean by that? Well, if you think about it from this point of view, okay, a

11:51 charge 5.6 Six souls data analysis level was 30.5%. I almost have a promise myself. I'm not going to show you I don't want to show you benchmarks cuz it feel like we real generic benchmark 7

12:01 for the stuff. So I said any improvement I'm going to back up by actual data. Uh cuz I think it's so important. It's gotten way better at internal data science tasks. What does that mean for

12:11 you? Cuz I always ask the question, well who cares? Like what is the actual difference in my life this is going to make? That's the only thing I care about with this stuff. That's why I want to

12:19 give you only use cases you can you can use. What we can do with chat GPT6 is actually fire it at our lives. What do I mean by that? Well, you can come down and give it this prompt here. So,

12:30 essentially what it's going to do in plain words, it's going to give Astro your transactions, your email, your priorities, and it's going to find leaks. It's going to find things that

12:37 you pay for twice. It's going to find for stuff that you pay for and you don't use. It's going to help you understand it across two levels. One is what is the stuff I'm paying for that I probably

12:47 shouldn't be paying for. And the second one is actually what am I not investing in that's getting me a high ROI because you're not going to cut and save yourself to a bazillion dollars. Right?

12:57 You got to got to invest to grow at the same time. So it's wrong to only look from a cost cutting point of view. But you can see give it this prompt. It's going to order everything. It will say

13:05 great well I'm already plugged in and connected to Mercury. I'm already plugged and connected to Wise. I can do the full analysis right now and save you this many dollars. Or it will say,

13:13 "Jack, you've been talking a lot about some beautiful website designs and you are crushing it in selling these. Therefore, I think you should invest more money in ABC, like learning the

13:23 skills to do that or whatever that might be." Now, I'm going to put every link down below for you in the description. So, you can liter just grab this and use it right now. Everything that you need.

13:31 But it does bring us nicely onto a really key question, and that's that if we understand some of the powerful use cases, that's awesome. But how do we actually get the most out of this

13:40 technology? How do we build systems that work for us even when we're not thinking about them? And to do that, we need to learn how to build one of these Aentic operating systems, which we're going to

13:49 learn together in this video right

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