Seeing Before Reasoning: Decoupling Perception and Reasoning for Shortcut-Resilient Multimodal On-Policy Self-Distillation episode artwork

EPISODE · Jun 18, 2026

Seeing Before Reasoning: Decoupling Perception and Reasoning for Shortcut-Resilient Multimodal On-Policy Self-Distillation

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## Episode Summary In this episode, we cover: - **Seeing Before Reasoning: Decoupling Perception and Reasoning for Shortcut-Resilient Multimodal On-Policy Self-Distillation** (Hugging Face Daily) - [Read more](https://huggingface.co/papers/2606.19120) - **MolmoMotion: Forecasting Point Trajectories in 3D with Language Instruction** (Hugging Face Daily) - [Read more](https://huggingface.co/papers/2606.18558) - **REVES: REvision and VErification--Augmented Training for Test-Time Scaling** (Hugging Face Daily) - [Read more](https://huggingface.co/papers/2606.18910) - **Diffusion-Proof: Recipe for Formal Theorem Proving Beyond Auto-Regressive Generation** (arXiv) - [Read more](http://arxiv.org/abs/2606.19315v1) - **MyPCBench: A Benchmark for Personally Intelligent Computer-Use Agents** (Hugging Face Daily) - [Read more](https://huggingface.co/papers/2606.16748) --- *Sponsored by LimitLess AI*

Episode metadata supplied by the publisher feed · Published Jun 18, 2026

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Seeing Before Reasoning: Decoupling Perception and Reasoning for Shortcut-Resilient Multimodal On-Policy Self-Distillation

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