According to CoinMeta, research by ChainSecurity and reports from SlowMist indicate that AI Agent is shifting chain operations from “human-confirmed transactions” to “models understanding intentions, invoking tools, and executing automatically,” thereby transforming security risks from traditional threats such as private key theft, contract vulnerabilities, and phishing attacks.