## Episode Summary

In this episode, we cover:

- **HiL-Bench (Human-in-Loop Benchmark): Do Agents Know When to Ask for Help?** (Hugging Face Daily)

- [Read more](https://huggingface.co/papers/2604.09408)

- **Counting as a minimal probe of language model reliability** (Hugging Face Daily)

- [Read more](https://huggingface.co/papers/2605.02028)

- **Linear-Time Global Visual Modeling without Explicit Attention** (Hugging Face Daily)

- [Read more](https://huggingface.co/papers/2605.01711)

- **Assessing Pancreatic Ductal Adenocarcinoma Vascular Invasion: the PDACVI Benchmark** (Hugging Face Daily)

- [Read more](https://huggingface.co/papers/2604.27582)

- **Prior-Aligned Data Cleaning for Tabular Foundation Models** (Hugging Face Daily)

- [Read more](https://huggingface.co/papers/2604.25154)

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