Censored LLMs as a Natural Testbed for Secret Knowledge Elicitation

## 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) --- *Sponsored by LimitLess AI*

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