Expert Upcycling: Shifting the Compute-Efficient Frontier of Mixture-of-Experts episode artwork

EPISODE · Apr 23, 2026

Expert Upcycling: Shifting the Compute-Efficient Frontier of Mixture-of-Experts

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## Episode Summary In this episode, we cover: - **Expert Upcycling: Shifting the Compute-Efficient Frontier of Mixture-of-Experts** (Hugging Face Daily) - [Read more](https://huggingface.co/papers/2604.19835) - **Benign Fine-Tuning Breaks Safety Alignment in Audio LLMs** (Hugging Face Daily) - [Read more](https://huggingface.co/papers/2604.16659) - **DeVI: Physics-based Dexterous Human-Object Interaction via Synthetic Video Imitation** (Hugging Face Daily) - [Read more](https://huggingface.co/papers/2604.20841) - **Abstain-R1: Calibrated Abstention and Post-Refusal Clarification via Verifiable RL** (Hugging Face Daily) - [Read more](https://huggingface.co/papers/2604.17073) - **COMPASS: COntinual Multilingual PEFT with Adaptive Semantic Sampling** (Hugging Face Daily) - [Read more](https://huggingface.co/papers/2604.20720) --- *Sponsored by LimitLess AI*

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