Examples Outperform Prompts: A Training‑Data Budget Limits Model Steering
The authors show that a model’s controllable range splits into a knob‑reachable zone and a larger, example‑only zone set by training data. Showing concrete examples lets you steer across the whole budget, achieving targets a prompt can’t express. This reshapes how we design steering strategies for generative AI.