Posts tagged "steering"
2 posts
The Steerability Spectrum: When Reading a Feature Isn't Enough to Steer It
# The Steerability Spectrum of Visual Attributes *You can read an attribute off a vision model perfectly — and still fail to steer it with a single vector. A number called $k^*$ says why, and prescr
SafeConstellations: Mitigating Over-Refusals in LLMs Through Task-Aware Representation Steering
*Utsav Maskey · **Sumit Yadav** · Mark Dras · Usman Naseem* Accepted · ACL 2026 Main Conference · arXiv:2508.11290 Proceeding...