arXiv · 2026 · Preprint

Self-Improvement Can Self-Regress: The Rise-and-Collapse Failure Mode of LLM Self-Training

Jianzhe Lin

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Date
2026-06-17
Citations
3
arXiv
2606.21090
Cite
@misc{lin2026selfimprovement,
  title = {Self-Improvement Can Self-Regress: The Rise-and-Collapse Failure Mode of LLM Self-Training},
  author = {Jianzhe Lin},
  year = {2026},
  eprint = {2606.21090},
  archivePrefix = {arXiv},
  url = {https://arxiv.org/abs/2606.21090},
}