For AI to truly play a role in Web3, the key lies in how it is done. For example, tasks must be clearly defined, asset identification must be accurate and precise, and then let the reasoning logic run through before providing answers. The benefits of such a design are obvious: first, it can significantly reduce the problem of AI fabricating information; second, it greatly enhances user trust in on-chain decisions; and third, it enables AI to be truly used in practical smart contract operations. In other words, an understanding-first AI architecture is an essential requirement for Web3 applications.