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EPISODE · Jul 1, 2026

Hierarchical Experimentalist Agents

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## Episode Summary In this episode, we cover: - **Hierarchical Experimentalist Agents** (Hugging Face Daily) - [Read more](https://huggingface.co/papers/2606.29315) - **SkillHone: A Harness for Continual Agent Skill Evolution Through Persistent Decision History** (Hugging Face Daily) - [Read more](https://huggingface.co/papers/2606.08671) - **TRIAGE: Role-Typed Credit Assignment for Agentic Reinforcement Learning** (Hugging Face Daily) - [Read more](https://huggingface.co/papers/2606.32017) - **SpheRoPE: Zero-Shot Optimization-Free 360 Panorama Generation with Spherical RoPE** (Hugging Face Daily) - [Read more](https://huggingface.co/papers/2606.32033) - **Does VLA Even Know the Basics? Measuring Commonsense and World Knowledge Retention in Vision-Language-Action Models** (Hugging Face Daily) - [Read more](https://huggingface.co/papers/2606.19297) --- *Sponsored by LimitLess AI*

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