## Episode Summary

In this episode, we cover:

- **Censored LLMs as a Natural Testbed for Secret Knowledge Elicitation** (Hugging Face Daily)

- [Read more](https://huggingface.co/papers/2603.05494)

- **Omni-Diffusion: Unified Multimodal Understanding and Generation with Masked Discrete Diffusion** (arXiv)

- [Read more](http://arxiv.org/abs/2603.06577v1)

- **τ-Knowledge: Evaluating Conversational Agents over Unstructured Knowledge** (Hugging Face Daily)

- [Read more](https://huggingface.co/papers/2603.04370)

- **Mario: Multimodal Graph Reasoning with Large Language Models** (Hugging Face Daily)

- [Read more](https://huggingface.co/papers/2603.05181)

- **IF-RewardBench: Benchmarking Judge Models for Instruction-Following Evaluation** (Hugging Face Daily)

- [Read more](https://huggingface.co/papers/2603.04738)

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