## Episode Summary

In this episode, we cover:

- **EvoArena: Tracking Memory Evolution for Robust LLM Agents in Dynamic Environments** (arXiv)

- [Read more](http://arxiv.org/abs/2606.13681v1)

- **ArogyaSutra: A Multi-Agent Framework for Multimodal Medical Reasoning in Indic Languages** (Hugging Face Daily)

- [Read more](https://huggingface.co/papers/2606.13572)

- **HYDRA-X: Native Unified Multimodal Models with Holistic Visual Tokenizers** (Hugging Face Daily)

- [Read more](https://huggingface.co/papers/2606.13289)

- **Getting Better at Working With You: Compiling User Corrections into Runtime Enforcement for Coding Agents** (Hugging Face Daily)

- [Read more](https://huggingface.co/papers/2606.13174)

- **Agents-K1: Towards Agent-native Knowledge Orchestration** (arXiv)

- [Read more](http://arxiv.org/abs/2606.13669v1)

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