Step-wise conformal labels plus linear probes recover linearly separable success/failure directions in LLM agents on ScienceWorld and AlfWorld, with preliminary steering gains.
Prune’n pre- dict: Optimizing llm decision-making with conformal pre- diction
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From Actions to Understanding: Conformal Interpretability of Temporal Concepts in LLM Agents
Step-wise conformal labels plus linear probes recover linearly separable success/failure directions in LLM agents on ScienceWorld and AlfWorld, with preliminary steering gains.