The Steering Budget: Examples beat Knobs.

arXiv:2607.14246v2 Announce Type: replace Abstract: Generative models are steered with knobs -- prompts, guidance scales, property tags. Turn one as hard as you like and, past a point, it stops moving the property you care about. We find that ceiling is not a