Lu-Lu Zhang

Interpretability in the Era of Large Language Models: Mechanistic Methodology, Empirical Practices, and Applications

The rapid evolution of Large Language Models (LLMs) has brought unprecedented capabilities across reasoning, coding, and multimodal tasks. However, as performance scales, their opaque ''black-box'' nature raises a critical challenge: How can we trace the origins of emergent intelligence, and more importantly, how can w...