In DePIN and IoT scenarios, the biggest issue has always been the authenticity of data. Sensors may upload incorrect data, edge devices may be attacked, and the result directly affects the credibility of the entire network.
Lagrange's DeepProve technology provides an answer to this. Through zero-knowledge proofs, each piece of data can generate a mathematical proof before being put on the chain, allowing the recipient to confirm whether the data has been tampered with and whether the model is fair in processing.
This means that smart grids, urban traffic, and shared energy networks can operate based on verifiable data without worrying about single points of distortion or trust gaps. The 'transparent AI framework' emphasized in the image precisely echoes the transparency and auditability that the DePIN network needs.
In the entire operational logic, the $LA token ensures the motivation of verification nodes, and participants earn rewards through staking and validation tasks, pushing DePIN to become a truly trustworthy physical network.
