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4DCodeBench: Benchmarking Agents on Inverse Graphics of Dynamic Scenes

## Episode Summary In this episode, we cover: - **4DCodeBench: Benchmarking Agents on Inverse Graphics of Dynamic Scenes** (Hugging Face Daily) - [Read more](https://huggingface.co/papers/2610.03715) - **RealCompanion: Benchmarking Human Understanding from Reasoning over Longitudinal Real-World Conversations** (Hugging Face Daily) - [Read more](https://huggingface.co/papers/2610.01780) - **Pivot-SD: Efficient Self-Distillation for Masked Diffusion Language Models** (arXiv) - [Read more](http://arxiv.org/abs/2610.03665v1) - **Beyond Future Prediction: Denoising as Generative Adaptation for…

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