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cs.CL2026
LLM Layers Immediately Correct Each Other
Arjun Patrawala, Jiahai Feng, Erik Jones +1
Recent methods in language model interpretability employ techniques such as sparse autoencoders to decompose residual stream contributions into linear, semantically meaningful feat…
cs.CL2024
Monitoring Latent World States in Language Models with Propositional Probes
Jiahai Feng, Stuart Russell, Jacob Steinhardt
Language models are susceptible to bias, sycophancy, backdoors, and other tendencies that lead to unfaithful responses to the input context. Interpreting internal states of languag…