## Episode Summary

In this episode, we cover:

- **Revisiting On-Policy Distillation: Empirical Failure Modes and Simple Fixes** (Hugging Face Daily)

- [Read more](https://huggingface.co/papers/2603.25562)

- **VFIG: Vectorizing Complex Figures in SVG with Vision-Language Models** (Hugging Face Daily)

- [Read more](https://huggingface.co/papers/2603.24575)

- **S2D2: Fast Decoding for Diffusion LLMs via Training-Free Self-Speculation** (Hugging Face Daily)

- [Read more](https://huggingface.co/papers/2603.25702)

- **AVO: Agentic Variation Operators for Autonomous Evolutionary Search** (Hugging Face Daily)

- [Read more](https://huggingface.co/papers/2603.24517)

- **Electrostatic Photoluminescence Tuning in All-Solid-State Perovskite Transistors** (Hugging Face Daily)

- [Read more](https://huggingface.co/papers/2603.25718)

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