SEP 3, 2026 · PREPRINT
Two-Stage Reinforcement Learning for Sound and Adversarial Test Generation in Code LLMs
arXiv
A novel machine-learning framework tested on coding benchmarks without peer review; demonstrates feasibility and initial results but requires independent validation and clinical or practical deployment evidence.
Reported
Benchmarks evaluatedTACO, LiveCodeBench