Shuyao Xu

SEP 10, 2026 · PREPRINT

Negative Self-Distillation: Learning to Reason by Avoiding Flaws

arXiv

This is an unrefereed preprint describing a novel machine learning method with empirical comparisons to baselines, but lacks peer review, independent validation, and clinical or real-world deployment evidence.