AURA: Intent-Directed Probing for Implicit-Need Surfacing in Situated LLM Agents
## Episode Summary In this episode, we cover: - **AURA: Intent-Directed Probing for Implicit-Need Surfacing in Situated LLM Agents** (Hugging Face Daily) - [Read more](https://huggingface.co/papers/2606.05557) - **LLM Anonymization Against Agentic Re-Identification** (Hugging Face Daily) - [Read more](https://huggingface.co/papers/2605.30848) - **Benchmark Everything Everywhere All at Once** (Hugging Face Daily) - [Read more](https://huggingface.co/papers/2606.06462) - **PAR3D: A Unified 3D-MLLM with Part-Aware Representation for Scene Understanding** (arXiv) - [Read…
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