From Detection to Refusal: Safer LLMs via Circuit-Guided Weight Scaling
This story is from 2026-09-02. It is preserved in the archive; the latest stories are on the live feed.
arXiv:2609.00051v1 Announce Type: new Abstract: Despite extensive alignment efforts, Large Language Models (LLMs) remain vulnerable to generating unsafe content under adversarial prompting, yet the internal mechanisms by which safety behaviors are implemented remain poorly understood. We study LLM…
Read the full story at arXiv cs.CL ↗
Timeline · 1 report
- 2026-09-02 04:00 · arXiv cs.CL
From Detection to Refusal: Safer LLMs via Circuit-Guided Weight Scaling