AutoMem: Automated Learning of Memory as a Cognitive Skill

## Episode Summary In this episode, we cover: - **AutoMem: Automated Learning of Memory as a Cognitive Skill** (Hugging Face Daily) - [Read more](https://huggingface.co/papers/2607.01224) - **Online Safety Monitoring for LLMs** (arXiv) - [Read more](http://arxiv.org/abs/2607.02510v1) - **When Search Agents Should Ask: DiscoBench for Clarification-Aware Deep Search** (Hugging Face Daily) - [Read more](https://huggingface.co/papers/2606.27669) - **PointDiT: Pixel-Space Diffusion for Monocular Geometry Estimation** (arXiv) - [Read more](http://arxiv.org/abs/2607.02515v1) - **Reasoning LLM Improves Speaker Recognition in Long-form TV Dramas** (arXiv) - [Read more](http://arxiv.org/abs/2607.02504v1) --- *Sponsored by LimitLess AI*