## Episode Summary

In this episode, we cover:

- **POLCA: Stochastic Generative Optimization with LLM** (Hugging Face Daily)

- [Read more](https://huggingface.co/papers/2603.14769)

- **Towards Generalizable Robotic Manipulation in Dynamic Environments** (Hugging Face Daily)

- [Read more](https://huggingface.co/papers/2603.15620)

- **HorizonMath: Measuring AI Progress Toward Mathematical Discovery with Automatic Verification** (Hugging Face Daily)

- [Read more](https://huggingface.co/papers/2603.15617)

- **Spectrum Matching: a Unified Perspective for Superior Diffusability in Latent Diffusion** (Hugging Face Daily)

- [Read more](https://huggingface.co/papers/2603.14645)

- **OxyGen: Unified KV Cache Management for Vision-Language-Action Models under Multi-Task Parallelism** (Hugging Face Daily)

- [Read more](https://huggingface.co/papers/2603.14371)

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