Xinyue Annie Yang

Local Linearity of LLMs Enables Activation Steering via Model-Based Linear Optimal Control

Inference-time LLM alignment methods, particularly activation steering, offer an alternative to fine-tuning by directly modifying internal activations during generation. Existing methods, however, often rely on non-anticipative interventions that ignore how perturbations propagate through transforme…