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## Episode Summary In this episode, we cover: - **PhotoBench: Beyond Visual Matching Towards Personalized Intent-Driven Photo Retrieval** (Hugging Face Daily) - [Read more](https://huggingface.co/papers/2603.01493) - **Efficient RLVR Training via Weighted Mutual Information Data Selection** (Hugging Face Daily) - [Read more](https://huggingface.co/papers/2603.01907) - **OpenAutoNLU: Open Source Au...

## Episode Summary In this episode, we cover: - **Recovered in Translation: Efficient Pipeline for Automated Translation of Benchmarks and Datasets** (Hugging Face Daily) - [Read more](https://huggingface.co/papers/2602.22207) - **dLLM: Simple Diffusion Language Modeling** (Hugging Face Daily) - [Read more](https://huggingface.co/papers/2602.22661) - **LongVideo-R1: Smart Navigation for Low-cost L...

## Episode Summary In this episode, we cover: - **SeeThrough3D: Occlusion Aware 3D Control in Text-to-Image Generation** (arXiv) - [Read more](http://arxiv.org/abs/2602.23359v1) - **General Agent Evaluation** (Hugging Face Daily) - [Read more](https://huggingface.co/papers/2602.22953) - **VGG-T^3: Offline Feed-Forward 3D Reconstruction at Scale** (Hugging Face Daily) - [Read more](https://huggingf...

## Episode Summary In this episode, we cover: - **Overconfident Errors Need Stronger Correction: Asymmetric Confidence Penalties for Reinforcement Learning** (Hugging Face Daily) - [Read more](https://huggingface.co/papers/2602.21420) - **MobilityBench: A Benchmark for Evaluating Route-Planning Agents in Real-World Mobility Scenarios** (Hugging Face Daily) - [Read more](https://huggingface.co/pape...

## Episode Summary In this episode, we cover: - **MobilityBench: A Benchmark for Evaluating Route-Planning Agents in Real-World Mobility Scenarios** (Hugging Face Daily) - [Read more](https://huggingface.co/papers/2602.22638) - **MediX-R1: Open Ended Medical Reinforcement Learning** (Hugging Face Daily) - [Read more](https://huggingface.co/papers/2602.23363) - **Search More, Think Less: Rethinking...

## Episode Summary In this episode, we cover: - **ISO-Bench: Can Coding Agents Optimize Real-World Inference Workloads?** (Hugging Face Daily) - [Read more](https://huggingface.co/papers/2602.19594) - **Revisiting Text Ranking in Deep Research** (Hugging Face Daily) - [Read more](https://huggingface.co/papers/2602.21456) - **DM4CT: Benchmarking Diffusion Models for Computed Tomography Reconstructi...

## Episode Summary In this episode, we cover: - **Benchmark Test-Time Scaling of General LLM Agents** (Hugging Face Daily) - [Read more](https://huggingface.co/papers/2602.18998) - **Learning from Trials and Errors: Reflective Test-Time Planning for Embodied LLMs** (arXiv) - [Read more](http://arxiv.org/abs/2602.21198v1) - **On Data Engineering for Scaling LLM Terminal Capabilities** (arXiv) - [Re...

## Episode Summary In this episode, we cover: - **Anatomy of Agentic Memory: Taxonomy and Empirical Analysis of Evaluation and System Limitations** (Hugging Face Daily) - [Read more](https://huggingface.co/papers/2602.19320) - **Skill-Inject: Measuring Agent Vulnerability to Skill File Attacks** (arXiv) - [Read more](http://arxiv.org/abs/2602.20156v1) - **To Reason or Not to: Selective Chain-of-Th...

## Episode Summary In this episode, we cover: - **ReIn: Conversational Error Recovery with Reasoning Inception** (Hugging Face Daily) - [Read more](https://huggingface.co/papers/2602.17022) - **VESPO: Variational Sequence-Level Soft Policy Optimization for Stable Off-Policy LLM Training** (Hugging Face Daily) - [Read more](https://huggingface.co/papers/2602.10693) - **Does Your Reasoning Model Imp...

## Episode Summary In this episode, we cover: - **"What Are You Doing?": Effects of Intermediate Feedback from Agentic LLM In-Car Assistants During Multi-Step Processing** (Hugging Face Daily) - [Read more](https://huggingface.co/papers/2602.15569) - **Mobile-Agent-v3.5: Multi-platform Fundamental GUI Agents** (Hugging Face Daily) - [Read more](https://huggingface.co/papers/2602.16855) - **Calibra...

## Episode Summary In this episode, we cover: - **"What Are You Doing?": Effects of Intermediate Feedback from Agentic LLM In-Car Assistants During Multi-Step Processing** (Hugging Face Daily) - [Read more](https://huggingface.co/papers/2602.15569) - **Mobile-Agent-v3.5: Multi-platform Fundamental GUI Agents** (Hugging Face Daily) - [Read more](https://huggingface.co/papers/2602.16855) - **Calibra...

## Episode Summary In this episode, we cover: - **"What Are You Doing?": Effects of Intermediate Feedback from Agentic LLM In-Car Assistants During Multi-Step Processing** (Hugging Face Daily) - [Read more](https://huggingface.co/papers/2602.15569) - **Mobile-Agent-v3.5: Multi-platform Fundamental GUI Agents** (Hugging Face Daily) - [Read more](https://huggingface.co/papers/2602.16855) - **Calibra...

## Episode Summary In this episode, we cover: - **BiManiBench: A Hierarchical Benchmark for Evaluating Bimanual Coordination of Multimodal Large Language Models** (Hugging Face Daily) - [Read more](https://huggingface.co/papers/2602.08392) - **Learning Situated Awareness in the Real World** (Hugging Face Daily) - [Read more](https://huggingface.co/papers/2602.16682) - **MAEB: Massive Audio Embeddi...

## Episode Summary In this episode, we cover: - **SkillsBench: Benchmarking How Well Agent Skills Work Across Diverse Tasks** (Hugging Face Daily) - [Read more](https://huggingface.co/papers/2602.12670) - **How Much Reasoning Do Retrieval-Augmented Models Add beyond LLMs? A Benchmarking Framework for Multi-Hop Inference over Hybrid Knowledge** (Hugging Face Daily) - [Read more](https://huggingface...

## Episode Summary In this episode, we cover: - **VisPhyWorld: Probing Physical Reasoning via Code-Driven Video Reconstruction** (Hugging Face Daily) - [Read more](https://huggingface.co/papers/2602.13294) - **DeepImageSearch: Benchmarking Multimodal Agents for Context-Aware Image Retrieval in Visual Histories** (Hugging Face Daily) - [Read more](https://huggingface.co/papers/2602.10809) - **CellM...

## Episode Summary In this episode, we cover: - **SQuTR: A Robustness Benchmark for Spoken Query to Text Retrieval under Acoustic Noise** (Hugging Face Daily) - [Read more](https://huggingface.co/papers/2602.12783) - **Less is Enough: Synthesizing Diverse Data in Feature Space of LLMs** (Hugging Face Daily) - [Read more](https://huggingface.co/papers/2602.10388) - **What does RL improve for Visual...

## Episode Summary In this episode, we cover: - **Thinking with Drafting: Optical Decompression via Logical Reconstruction** (Hugging Face Daily) - [Read more](https://huggingface.co/papers/2602.11731) - **MetaphorStar: Image Metaphor Understanding and Reasoning with End-to-End Visual Reinforcement Learning** (Hugging Face Daily) - [Read more](https://huggingface.co/papers/2602.10575) - **DeepSigh...

## Episode Summary In this episode, we cover: - **Thinking with Drafting: Optical Decompression via Logical Reconstruction** (Hugging Face Daily) - [Read more](https://huggingface.co/papers/2602.11731) - **MetaphorStar: Image Metaphor Understanding and Reasoning with End-to-End Visual Reinforcement Learning** (Hugging Face Daily) - [Read more](https://huggingface.co/papers/2602.10575) - **DeepSigh...

## 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)...