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EPISODE · Mar 17, 2026

POLCA: Stochastic Generative Optimization with LLM

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## 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) --- *Sponsored by LimitLess AI*

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