In the past few days, I noticed that @OpenLedger and @JoinSapien have teamed up. It feels like they have inserted a key support point into the currently somewhat loose AI economy, making it more stable overall. In the past, those AI models were basically fixed once trained, like a sealed box that wouldn't continue to learn, leaving everyone in the business uncertain. But now the trend has indeed changed; the new emerging AIs are more like "intelligent agents" that can run on their own and make decisions. They need to be able to work together safely. The collaboration between @OpenLedger and JoinSapien seems to target this core need. The things they are building together can keep these intelligent agents running, executing tasks, collecting data, and completing self-iterations. Moreover, a quite practical change is that once your data or services are called by AI, the corresponding benefits can be automatically and clearly distributed to you, eliminating the complex processes in between. A more critical step is that AIs can establish trust and collaborate directly without relying on a centralized platform for credit guarantees, reducing friction costs. Looking further ahead, this fundamental change may allow AI to gradually transcend the category of tools. They are more like autonomous units that grow in the future economic ecosystem, actively seeking opportunities, creating value, consuming resources, and competing or coexisting with other units. From this perspective, are AI's economic behaviors beginning to show a certain prototype of an "adaptive" system? Personally, I think the collaboration between @OpenLedger and JoinSapien could be a noteworthy signal indicating that the AI economy is seeking a more stable and decentralized way of growth. If you are interested in the evolution path of decentralized AI or data economy, the subsequent actions of these two projects are worth keeping an eye on. #Cookie #Openledger #ETH