## Episode Summary

In this episode, we cover:

- **SageBwd: A Trainable Low-bit Attention** (Hugging Face Daily)

- [Read more](https://huggingface.co/papers/2603.02170)

- **Lightweight Visual Reasoning for Socially-Aware Robots** (Hugging Face Daily)

- [Read more](https://huggingface.co/papers/2603.03942)

- **Reasoning Theater: Disentangling Model Beliefs from Chain-of-Thought** (arXiv)

- [Read more](http://arxiv.org/abs/2603.05488v1)

- **Accelerating Text-to-Video Generation with Calibrated Sparse Attention** (arXiv)

- [Read more](http://arxiv.org/abs/2603.05503v1)

- **Leveraging LLM Parametric Knowledge for Fact Checking without Retrieval** (arXiv)

- [Read more](http://arxiv.org/abs/2603.05471v1)

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