Model Internals · Part 3

CoT Monitoring, NLA, SAE, and Latent Reasoning

Choose an edition of the comparison between emitted traces, vocabulary-linked lenses, natural-language bottlenecks, sparse features, and continuous hidden-state loops.

中文CoT monitoring、NLA、SAE 与 latent reasoning

五种视角量的是不同对象,监控需要交叉证据。

EnglishReasoning Observability

Five views measure different objects; reliable monitoring needs independent evidence.