ISO: An RLVR-Native Optimization Stack.

arXiv:2607.19331v2 Announce Type: replace-cross Abstract: Reinforcement learning with verifiable rewards (RLVR) advances the reasoning capabilities of language models, yet the optimization layer that converts reward feedback into weight-space updates remains p