CoT prompting, without changing the model architecture, acts as an implicit working memory buffer by explicitly writing the intermediate reasoning process into the output sequence, thereby improving reasoning depth; but its limitation is that once the reasoning chain is generated it cannot be modified, and errors propagate and amplify along the chain.