# Safety Must Survive Self-Improvement: Why Failures Persist and How Agents Recover

- **Source:** [arXiv](https://arxiv.org/abs/2610.01073)
- **Published:** 2026-10-31
- **Permalink:** https://picx.dev/p/JflHj5

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