I've built a new method for steering LLMs called Semantic Overlays, small trained adapters on a frozen model which change how it perceives a piece of its context. The most readily applicable usage is to mitigate prompt injection, and it lets us take a very-injectable Qwen-3. 5-9B to SOTA scores ...
Source: [Hacker News](https://semantic-overlays.vercel.app/)