EvoArena: Tracking Memory Evolution for Robust LLM Agents in Dynamic Environments

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

Episode metadata supplied by the publisher feed · Published Jun 12, 2026

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