84% of the global population of 8.1 billion have never used AI. I have read a data statistics before, Only 16% of the world has access to free AI tools, and the proportion of paying users is only 0.3%. So, the popularity of AI is similar to the early stage of smartphones in 2007. So, if you understand prompts and skills, Even just simple chatbot communication, Any of them, even if they are superior. But AI products are constantly emerging, making it difficult to keep up with updates and iterations. -The new launch of dappOS, xUbble, The core is to enable AI to use AI and learn AI. It has two layers. -The front desk is called Bubble Pilot, which essentially uses AI. For example, if you say 'make a comparison board between BYD and Tesla', It recognizes what task it is and goes to the library to find a matching SOP, That is to say, the 'professional process template' selects the most suitable model and tool combination, and runs out the results. If there is no matching SOP in the library, it will revert back to the general agent and do it again, and record this time. -The backend is called Bubble Engine. The essence is AI learning AI. It keeps an eye on which tasks in the front desk are always falling back and which ones are not being done steadily enough, Enable AI programming agents to generate several solutions for these tasks, Run tests by combining models and tools one by one, and select the one with the best quality. The optimal solution is solidified into a new SOP and stored in the repository, which will be tested again before release. The more Pilot runs, the more Engine learns, and the thicker the library becomes. This is a snowball structure. The biggest difference between xUbble and generic agents is here. The general agent always thinks about how to do it on site, doing the same type of task ten times, and the quality can fluctuate greatly. XUbble is more like an "experience accumulating" agent, with common tasks directly following polished SOPs, If you haven't seen it before, you can refine it on site and then add it to the warehouse. -XUbble has two operating environments. Running end-to-end projects on Bubble Computer in the cloud, PPT， Research and compare web pages all run on it at once. The local Bubble Personal can access files, browsers, and schedules on your computer, but only if you authorize it, it won't dirty your computer. For example, 84% of people don't know how to write prompts, But they will say 'help me get something out'. AI should be like this. @dappOS_com