The robustness of the Web3 ecosystem depends on a solid foundation at every layer. In the current tech stack, data credibility issues have long been a key bottleneck restricting application deployment. The introduction of AI data solutions with human verification mechanisms offers a new approach—ensuring that on-chain intelligent agents receive information that has been verified for authenticity. Meanwhile, pure information consumption is being redefined. The shift from passive viewing to active participation requires innovative incentive mechanisms at the platform design level. And all of this smooth operation ultimately relies on infrastructure. Seamless cross-chain interaction capabilities weaken the silo effect between different ecosystems, making asset flow and application collaboration more convenient. When the data layer, participation layer, and interoperability layer achieve true synergy, Web3 can build a more resilient and usable complete ecosystem. These systemic improvements are essential conditions for driving industry maturity.