## Episode Summary

In this episode, we cover:

- **ReIn: Conversational Error Recovery with Reasoning Inception** (Hugging Face Daily)

- [Read more](https://huggingface.co/papers/2602.17022)

- **VESPO: Variational Sequence-Level Soft Policy Optimization for Stable Off-Policy LLM Training** (Hugging Face Daily)

- [Read more](https://huggingface.co/papers/2602.10693)

- **Does Your Reasoning Model Implicitly Know When to Stop Thinking?** (Hugging Face Daily)

- [Read more](https://huggingface.co/papers/2602.08354)

- **VIRAASAT: Traversing Novel Paths for Indian Cultural Reasoning** (arXiv)

- [Read more](http://arxiv.org/abs/2602.18429v1)

- **Rubrics as an Attack Surface: Stealthy Preference Drift in LLM Judges** (Hugging Face Daily)

- [Read more](https://huggingface.co/papers/2602.13576)

---

*Sponsored by LimitLess AI*