**Dynamically Scaled Activation Steering** > Activation steering has emerged as

**Dynamically Scaled Activation Steering**

> Activation steering has emerged as a powerful method for guiding the behavior of generative models towards desired outcomes such as toxicity mitigation. However, most existing methods apply interventions uniformly across all inputs, degrading model performance when steering is unnecessary. We introduce Dynamically Scaled Activation Steering (DSAS), a method-agnostic steering framework that decouples when to steer fro...

**来源信息**
- **来源**：Apple Machine Learning Research（RSS）
- **分类**：ai-models
- **发布时间**：2026-09-18 08:00（北京时间）
- **原文**：[打开原文](https://machinelearning.apple.com/research/dynamically-scaled-activation-steering)