AI在区块链的核心价值，不是替代共识，而是降低链上行为的解释、风险处理和响应成本；它提高了处理效率，但没有消除最终责任、数据依赖的难题，也没有消除对新型、低频和复杂异常的定义和处理难题，反而重新分配了谁拥有解释权、识别权与工具调用权。

The core value of AI in blockchain is not to replace consensus, but to reduce the costs of interpretation, risk processing, and response for on-chain behavior; it improves processing efficiency but does not eliminate the challenges of ultimate responsibility and data dependency, nor does it eliminate the difficulties in defining and handling novel, low-frequency, and complex anomalies; instead, it redistributes who possesses the power of interpretation, identification, and tool invocation.