In the Web3 field, we have witnessed too many projects that say 'only consensus, no output.' However, after a recent in-depth investigation @Fabric Foundation , I found that it is addressing a hardcore problem: how to give cold hardware devices a truly decentralized soul.
1. Dimensionality reduction strike architecture design
Many DePIN projects are just a simple 'hardware + points,' while the Fabric Foundation is building the protocol foundation. It not only connects sensors and automation devices but also enables these devices to have 'Agent-native' properties on-chain through verifiable computation. This means that future robots may no longer be controlled by centralized clouds but can achieve true autonomous operation through the @Fabric Foundation protocol.