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OmniVerifier-C1: Decomposed Graded Verifier for Rule-Governed Generative World Modeling

## Episode Summary In this episode, we cover: - **OmniVerifier-C1: Decomposed Graded Verifier for Rule-Governed Generative World Modeling** (arXiv) - [Read more](http://arxiv.org/abs/2610.22355v1) - **Diminishing Returns of Data in Sparse Autoencoders: Functional Behavior does not Guarantee Feature Reproducibility** (Hugging Face Daily) - [Read more](https://huggingface.co/papers/2610.20680) - **Behavioral Compositionality of Sparse Autoencoder Representations** (Hugging Face Daily) - [Read more](https://huggingface.co/papers/2610.21261) - **LeanPRM: Lean-Grounded Process Supervision for…

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