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cs.LG2026
Mind the Performance Gap: Capability-Behavior Trade-offs in Feature Steering
Eitan Sprejer, Oscar AgustÃn Stanchi, MarÃa Victoria Carro +2
Feature steering has emerged as a promising approach for controlling LLM behavior through direct manipulation of internal representations, offering advantages over prompt engineeri…
cs.LG2025
Measuring Chain-of-Thought Monitorability Through Faithfulness and Verbosity
Austin Meek, Eitan Sprejer, Iván Arcuschin +2
Chain-of-thought (CoT) outputs let us read a model's step-by-step reasoning. Since any long, serial reasoning process must pass through this textual trace, the quality of the CoT i…