Within the teacher-free 50-question single-round RLVR regime on `Qwen3-0.6B-Base`, we present a matched 8-cell $2\times 2\times 2$ factorial of verifier-only pr
Reinforcement learning with verifiable rewards (RLVR) in direct `bfloat16` arithmetic on `Qwen3-0.6B-Base` yields weight displacements across all 196 linear mat
We conduct a controlled 11-arm, 2-seed (N=5,180 total; N=5,172 strictly decontaminated) diagnostic and matched-dose ablation study of Fast-and-Slow reinforcemen