From Black Box to Controller: Inference-Time Steering of LLM via Feature Amplification.

arXiv:2610.25700v1 Announce Type: new Abstract: Inference-time steering is crucial for deploying Large Language Models (LLMs) in real-world applications, where they must flexibly adjust behavior preferences. For instance, a model should dynamically adjust its