Learning to Decide, Not to Reason: Parameter-Efficient Decision Operators via Low-Rank Activation Steering.

arXiv:2610.06950v2 Announce Type: replace-cross Abstract: Injecting skills into a frozen language model currently costs a million parameters and a reinforcement-learning pipeline. We introduce DecSteer, a System-1 decision operator trained by behavior cloning