Seeing Fast and Slow: Learning the Flow of Time in Videos

## Episode Summary In this episode, we cover: - **Seeing Fast and Slow: Learning the Flow of Time in Videos** (arXiv) - [Read more](http://arxiv.org/abs/2604.21931v1) - **LLaTiSA: Towards Difficulty-Stratified Time Series Reasoning from Visual Perception to Semantics** (Hugging Face Daily) - [Read more](https://huggingface.co/papers/2604.17295) - **Encoder-Free Human Motion Understanding via Structured Motion Descriptions** (Hugging Face Daily) - [Read more](https://huggingface.co/papers/2604.21668) - **MathDuels: Evaluating LLMs as Problem Posers and Solvers** (arXiv) - [Read more](http://arxiv.org/abs/2604.21916v1) - **From Research Question to Scientific Workflow: Leveraging Agentic AI for Science Automation** (arXiv) - [Read more](http://arxiv.org/abs/2604.21910v1) --- *Sponsored by LimitLess AI*