Beyond Verbalized Confidence: Calibrating Reasoners with Differentiable Readouts
DGX agentarXiv:2609.34857v1 Announce Type: new Abstract: Reinforcement learning with verifiable rewards (RLVR) trains reasoning models to produce correct answers, but does not ensure that their stated confiden