The Unlearnability Phenomenon in RLVR for Language Models

RLVR exhibits an unlearnability phenomenon where hard examples remain unlearnable despite correct rollouts; cross-example gradient analysis reveals optimization and sampling techniques fail to resolve this learning dynamic.