## Episode Summary

In this episode, we cover:

- **Do What I Say: A Spoken Prompt Dataset for Instruction-Following** (Hugging Face Daily)

- [Read more](https://huggingface.co/papers/2603.09881)

- **Thinking to Recall: How Reasoning Unlocks Parametric Knowledge in LLMs** (Hugging Face Daily)

- [Read more](https://huggingface.co/papers/2603.09906)

- **Test-Driven AI Agent Definition (TDAD): Compiling Tool-Using Agents from Behavioral Specifications** (Hugging Face Daily)

- [Read more](https://huggingface.co/papers/2603.08806)

- **Micro-Diffusion Compression -- Binary Tree Tweedie Denoising for Online Probability Estimation** (Hugging Face Daily)

- [Read more](https://huggingface.co/papers/2603.08771)

- **PathMem: Toward Cognition-Aligned Memory Transformation for Pathology MLLMs** (arXiv)

- [Read more](http://arxiv.org/abs/2603.09943v1)

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