基于论文探索蛋白质语言模型的生成机制，提出电路追踪方法，为理解模型内部原理提供新视角
arXiv:2606.16044v1 Announce Type: new Abstract: Protein language models (pLMs) can generate novel protein sequences with properties beyond those obser…
揭示大语言模型产生毒性幻觉的内部机制，通过扰动提示词并追踪神经网络电路路径，为AI安全提供新思路。
arXiv:2605.30913v1 Announce Type: cross Abstract: Large language models (LLMs) are increasingly deployed in conversational settings where user tone ra…
新方法ACC++精准追踪语言模型注意力头电路，揭示提示特定内部机制。
arXiv:2602.13483v2 Announce Type: replace-cross Abstract: Understanding the internal circuits that language models use to solve tasks remains a centra…