## Episode Summary

In this episode, we cover:

- **LLM as Clinical Graph Structure Refiner: Enhancing Representation Learning in EEG Seizure Diagnosis** (arXiv)

- [Read more](http://arxiv.org/abs/2604.28178v1)

- **Step-level Optimization for Efficient Computer-use Agents** (Hugging Face Daily)

- [Read more](https://huggingface.co/papers/2604.27151)

- **AEGIS: A Holistic Benchmark for Evaluating Forensic Analysis of AI-Generated Academic Images** (arXiv)

- [Read more](http://arxiv.org/abs/2604.28177v1)

- **Nemotron 3 Nano Omni: Efficient and Open Multimodal Intelligence** (Hugging Face Daily)

- [Read more](https://huggingface.co/papers/2604.24954)

- **Claw-Eval-Live: A Live Agent Benchmark for Evolving Real-World Workflows** (Hugging Face Daily)

- [Read more](https://huggingface.co/papers/2604.28139)

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