Training-Inference Kernel Contracts: Bounding Divergence in Post-Training and Deployment

Bruce Changlong Xu, Lan Wu

A modern post-training pipeline often writes one symbol for its policy, pi_theta, while evaluating it through two different programs: a training kernel optimized for autograd and a…