Posts tagged "steering"
3 posts
The Residual Stream: From AlexNet to DeepSeek-V4
*A complete research dossier — the one idea, $\text{output} = \text{input} + F(\text{input})$, traced from computer vision in 2015 to the multi-lane residual streams of today's frontier models.* 📺
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...