The script claims China’s open-weight GLM 5.2 model rivals Claude in the creator’s tests and enables building websites, apps, tools, and full 3D games with minimal technical skill. It shows examples including an automated “Minecraft”-style game, a complete operating system with apps, a memory “galaxy” connected to Agent OS, and a fully automated video generated from a single prompt with B-roll, voiceover, and optional avatar. The creator says GLM 5.2 is MIT-licensed, ranks highly for UI, and can be used via coding plans with agent systems like Hermes, while Claude can orchestrate GLM 5.2 workflows. They describe multi-model fusion, self-iterating “loop engineering,” SEO and video automation results, and promote the AI Profit Boardroom to access their updated Agent OS, tutorials, community, and coaching.
00:00 GLM 5.2 Shock Reveal
00:20 Wild Build Demos
00:45 Memory Galaxy Agents
01:20 How It Works
01:40 One Prompt Video Factory
03:27 Open Source Benchmarks
04:10 Claude Orchestrates GLM
05:00 GLM vs Claude vs Kimi
07:16 Real Business Results
09:00 Agent OS Automation Stack
09:49 Loop Engineering System
10:57 Join The Boardroom
11:57 Final Goodbye
Full transcript
so china just released one of the most powerful models i've ever seen it's right up there with claude on my own tests and what you can build with it is absolutely wild i'm going to show you exactly how you can use it how i'm building with it and how to combine it with claude code to basically automate and build anything and it's outrageous what you can do let me show you some examples so this is like a real full world game i don't even understand the limits of this yet and we fully automated it using glm 512 we're just like right build me a game bear in mind i'm non-technical i'm not a coder i'm not a developer but we can build whatever we want including full 3d real world games as you can see using this powerful system here's another example so this is like a crazy game that you can build out with this stuff you can build websites apps games tools we've even linked it to our memory galaxy inside the agent os so this is one of the other cool things that we've done with it over here you can see that this is all linked to my memories and we have a galaxy of stars they're all my memories and everything that's going on in my life here's an example right and so we can zoom in zoom out of this galaxy my agents can plug into it glm 5.2 can organize it and build it to get more context and we can automate videos we can also make seo we can automate music etc using this powerful system we can even go from idea to implementation in like two single clicks using this powerful system so how are we doing this what happens here what what's going on etc so basically what we're doing here is we're using glm 5.2 now something that's interesting to note here is that the same day you know claude got banned pretty much china gave him away so claude fable 5 got banned and then glm 5.2 dropped and it's absolutely wild here's another example so this is a full video made with glm 5.2 right this is this is fully automated and bear in mind like the video itself we just type in one single prompt it creates a b roll it creates the full video as you can see it automates it all plugs it all together puts my voiceover on we can even add like an ai avatar to this too and it's unbelievable what we can do here now here's the announcement from glm 5.2 so they said it's now available to all people on the coding plans which means that you can actually plug it into something like hermes agent and then get teams of agents to build avatar videos like you can see so if you've never used glm 5.2 before and you're thinking oh it's probably not that good it's probably trash well it created this whole video in one single prompt which is better than most people's videos out there and it did it like you know just on autopilot it's outrageous here's some other stuff that it's built right it actually built out a full operating system so if you open this up these are all different apps including a music app that we've put inside a completely different operating system right you can see for example it's create paint um it's created this notes pad where we can close it then open it up and it saves everything we've even got like the file and edit and view and everything like that so full operating system here and then a calculator as well right so apps within apps that's what we are doing it's getting very meta like so and we can also give this to hermes agent as well so we can log into hermes agent using our coding plan which you can't do with claude that's a huge advantage to using this new model from china and bear in mind this is a tiny little lab in beijing that's actually created this so it is moonshot kimmy moonshot that created uh sorry zed ai created this from glm 5.2 it's pretty powerful stuff here's some other things that we've built you might be wondering like how does it perform how does it work etc so these are the announcements from glm 5.2 frontier intelligence open way right open source so what's crazy about that is that this is fully open source mit license which means people can use it commercially and it's completely open now compare that to like the u.s government banning fable 5 totally different attitude right totally different approach to it which is kind of scary in itself you'll see it came number one on design arena so it's very good at ui it came 10th on the agent arena board so just below claude and it's pretty performing very well on benchmarks it's right up there with called opus 4.8 now here's one of the craziest things like you can actually get claude to build directly with glm 5.2 so you can see for example we've had a full conversation with claude desktop and we got it to actually operate glm 5.2 and then build it into our agent operating system so if we go inside this section we can chat with it directly here we can also go inside hermes and speak to it directly there and we can also get glm 5.2 to build things and then save it inside our workspace so all this stuff that you can see right here was fully automated using a combination of claude and glm 5.2 and i think that's really the best way to use this is like you can get claude to orchestrate all your agents so if you get a new cli and you want to test out just get claude to run the tests get claude to build some cool stuff train claude on how to test models and then you can always test new things and build new cool stuff like you can see i mean here's a full open game that we built out it's basically minecraft but we built it out with glm 5.2 when i actually did the same test with other models including claude and also kimmyk217 it didn't look as good and this is something else that's pretty interesting so if we go over to glm 5.2 versus kimmyk217 versus opus 4.8 like the actual difference between these is massive right like look at the quality of glm um sorry kimmyk217 which is over here not very good look at claude opus 4.8 not very good but look at this one like full 3d game ready playable easy to use and we can just go off and use it and build with it so on some tests not all tests but on some tests actually performs better and it's more fun to create with than claude opus 4.8 which shocks me in itself but again like best way to use this is to build with them all together now you might say what about kimmyk217 kimmyk217 is pretty good but if you look at all the tests we've ran like opus 4.8 is pretty good glm 5.2 pretty good kimmyk217 it was never quite there it was never quite as good here's another example so this is claude opus 4.8 and this right here in the middle is using glm 5.2 right the the quality of this game is much better than this game and here's another example where glm 5.2 actually won so this is opus 4.8 pretty boring we created like a liquid in a bowl test where we wanted like in one shot thousands of particles sloshing in a round bowl till you tilt the mouse right which we've done over here and this works beautifully looks really nice pretty cool to use this one with opus 4.8 doesn't work at all so you can see the difference even like the website i would say was better built with glm 5.2 so it's right up there i still wouldn't say it's as good as opus 4.8 but on many tests it's beating opus 4.8 that's the point that we're getting at and bear in mind like if it's open source if it's open weights if people can build on top of glm 5.2 it's probably a matter of time before they overtake claude bear in mind claude's models are getting taken down from the market but no one's going to take down glm 5.2's market right no one's going to take down a model from china that just that that just wouldn't happen so it's pretty wild um and these are just all the cool things that were built with it now the other thing i like as well is like whenever these models come out we can just plug them and slot them into our agent operating system if you haven't done that before it's pretty good like you can build for example teams and i only say this to inspire you to show you what's possible because 99% of people just building snake games and to-do lists and the basic stuff like that that they don't even need frontier level technology for but if you can have a full company of ai agents working together and if they actually create stuff like you can see right here then that's super useful and you might say well oh yeah you know ai doesn't create anything useful or this is ai slop or blah blah blah some people say that because they're not open-minded but if you actually look at the traffic these websites get when we publish them that are built by stuff like glm 5.2 like i mean look at this website right it went from zero clicks a day all the way up to 72 and it's growing with seo if we look at this website from like zero clicks a day all the way up to 222 clicks a day so if you think you know this is stuff that you can't really use for business no you're wrong um and you might say well okay well what about the ai avatar videos like surely they can't you can't do anything with them blah blah blah so if we have a look at this channel here you can see that we've created a full channel around ai avatar videos fully faceless like this one for example and that's already grown to like six point six thousand three hundred subscribers the content is really good it's better than i could create personally and also the other crazy thing about this is people actually really love it like the comments on this are super positive so like if you're thinking oh you know video agents and seo content and websites not useful so wrong so wrong um i don't know like most people probably don't think like that they're not closed-minded if you're into ai but i do see sometimes in the comments and i'm like wow like people don't realize the full power of this and how to use it etc so if you've not checked out glm 5.2 it is absurd what you can do with it how you can build with it we can have like a full group of ai agents working together using this we've got a pipeline where we go from idea to implementation we have an agent kanban where we can run local agents and just build them together we have claude open claw hermes gemini antigravity all built into one system and then we have free claude code operating operating on another chinese free api which is called n2 and you can just plug that into the system you can build your voice you can create awesome stuff like you can see right and we've even built like fusion into the system so we could have glm 5.2 working with other ai agents and when they work together when you have like five models coming up with the same answer and then you have a judge that fuses the ideas together you actually get like fable level intelligence based on the benchmarks which is pretty wild itself and another thing that i've discovered recently that might be worth checking out for you is that we've created a loop engineering system so basically we give it a goal we give it a max amount of rounds to go we give it a free api and then you can get for example like glm 5.2 to judge the model over here okay and so they self iterate and self improve based on the judge giving them feedback until the output is really good so you could say for example i create an amazing blog about glm 5.2 the builder will start building based on the goal and each round they'll submit their work and then the judge which can be glm 5.2 can judge that work give them feedback and be like right this is not good enough or this is good to go and once it's completed it goes in our workspace which is pretty amazing so you got the seo section here that video agent that shows you before the one you know where you got the fully edited video of the ai avatar and the voiceover and the b-roll all plugged together with the research and the script automated too that's inside this system here and you know we're at the point now where you can basically automate anything i have not hired for months as a team because we don't need people on the team anymore right we we just need more ai agents and better systems and that's what we're building with this agent os so if you want to get the full system for me with glm 5.2 and claude plugged in you can get that inside the airpot football room link in the comments description or go to the airpotfootball.com and inside the classroom you can get the agent os system that we've literally just updated today with a new zip file and a video tutorial and daily new tutorials like you can see right here so if you want to learn and build with this stuff you can get it all inside the airpot football room inside the community you can ask questions get help and support whenever you want to and one of the cool things about this is that we can have um people sharing what they've built as well so you can see for example marlon shared their agent os system that they used from us they tweaked it from us look how powerful that is right if you want something like that you can get it inside here if you want all of my best new trainings on this stuff you can get it inside the classroom and we have a beginner to expert um automation course if you've never used ai before inside the calendar you can jump on four weekly coaching calls build this stuff live etc and then inside the map you can actually meet people in your local area who are building with ai agents just like you using glm 5.2 and claude and whatever so hope to see you inside there thanks for watching i'll see you in the next one cheers bye bye
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