CAST boosts LLM reasoning by self‑teaching with advantage flipping in RLVR
CAST introduces answer‑free self‑distillation for GRPO, using a stop‑gradient self‑teacher and bidirectional advantage flipping to provide dense token‑level feedback despite sparse outcome rewards. Experiments on math reasoning show improved RLVR training while keeping verifier‑grounded objectives.