Exploring Two Groundbreaking Papers on Circuit Tracing in Large Language Models As artificial intelligence (AI) technology continues its rapid development, large language models (LLMs) such as Claude 3.5 Haiku have demonstrated remarkable capabilities, ranging from medical diagnosis to poetry composition. However, the "black box" nature of these models — their lack of transparency regarding internal operations — has become a significant challenge. This is especially critical