## Episode Summary
In this episode, we cover:
- **CAR-bench: Evaluating the Consistency and Limit-Awareness of LLM Agents under Real-World Uncertainty** (Hugging Face Daily)
- [Read more](https://huggingface.co/papers/2601.22027)
- **SocialVeil: Probing Social Intelligence of Language Agents under Communication Barriers** (Hugging Face Daily)
- [Read more](https://huggingface.co/papers/2602.05115)
- **V-Retrver: Evidence-Driven Agentic Reasoning for Universal Multimodal Retrieval** (arXiv)
- [Read more](http://arxiv.org/abs/2602.06034v1)
- **DFlash: Block Diffusion for Flash Speculative Decoding** (Hugging Face Daily)
- [Read more](https://huggingface.co/papers/2602.06036)
- **MemSkill: Learning and Evolving Memory Skills for Self-Evolving Agents** (Hugging Face Daily)
- [Read more](https://huggingface.co/papers/2602.02474)
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