Unzip

## Episode Summary In this episode, we cover: - **LongE2V: Long-Horizon Event-based Video Reconstruction, Prediction, and Frame Interpolation with Video Diffusion Models** (Hugging Face Daily) - [Read more](https://huggingface.co/papers/2607.08770) - **Enhancing In-context Panoramic Generation via Geometric-aware Pretraining** (Hugging Face Daily) - [Read more](https://huggingface.co/papers/2607.0...

## Episode Summary In this episode, we cover: - **RoboTALES: Learning Reasoning-Guided Robot Policies via Task-Aligned Simulated Futures** (Hugging Face Daily) - [Read more](https://huggingface.co/papers/2607.06018) - **TESSERA v2: Scaling Pixel-wise Earth Foundation Models** (Hugging Face Daily) - [Read more](https://huggingface.co/papers/2607.03949) - **Institutional Red-Teaming: Deployment Rule...

## Episode Summary In this episode, we cover: - **FreqDepthKV: Frequency-Guided Depth Sharing for Robust KV Cache Compression in Long-Context LLM Inference** (arXiv) - [Read more](http://arxiv.org/abs/2607.06519v1) - **RSF-GLLM: Bridging the Semantic Gap in Multi-Hop Knowledge Graph QA via Recurrent Soft-Flow and Decoupled LLM Generation** (arXiv) - [Read more](http://arxiv.org/abs/2607.06527v1) -...

## Episode Summary In this episode, we cover: - **Unified Audio Intelligence Without Regressing on Text Intelligence** (Hugging Face Daily) - [Read more](https://huggingface.co/papers/2607.05196) - **SeKV: Resolution-Adaptive KV Cache with Hierarchical Semantic Memory for Long-Context LLM Inference** (Hugging Face Daily) - [Read more](https://huggingface.co/papers/2606.31145) - **Learning to Trigg...

## Episode Summary In this episode, we cover: - **VLA-Corrector: Lightweight Detect-and-Correct Inference for Adaptive Action Horizon** (Hugging Face Daily) - [Read more](https://huggingface.co/papers/2607.01804) - **MultAttnAttrib: Training-Free Multimodal Attribution in Long Document Question Answering** (Hugging Face Daily) - [Read more](https://huggingface.co/papers/2607.01420) - **Teaching LL...

## Episode Summary In this episode, we cover: - **Visually Grounded Self-Reflection for Vision-Language Models via Reinforcement Learning** (arXiv) - [Read more](http://arxiv.org/abs/2607.02490v1) - **Discrete Diffusion Language Models for Interactive Radiology Report Drafting** (Hugging Face Daily) - [Read more](https://huggingface.co/papers/2607.01436) - **ReContext: Recursive Evidence Replay as...

## 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 mo...

## Episode Summary In this episode, we cover: - **EvoPolicyGym: Evaluating Autonomous Policy Evolution in Interactive Environments** (Hugging Face Daily) - [Read more](https://huggingface.co/papers/2607.02440) - **LACUNA: A Testbed for Evaluating Localization Precision for LLM Unlearning** (arXiv) - [Read more](http://arxiv.org/abs/2607.02513v1) - **Parameter-Efficient Quantum-Inspired Fast Weight...

## Episode Summary In this episode, we cover: - **Theoria: Rewrite-Acceptability Verification over Informal Reasoning States** (arXiv) - [Read more](http://arxiv.org/abs/2607.01223v1) - **Are Performance-Optimization Benchmarks Reliably Measuring Coding Agents?** (Hugging Face Daily) - [Read more](https://huggingface.co/papers/2607.01211) - **PerceptionRubrics: Calibrating Multimodal Evaluation to...

## Episode Summary In this episode, we cover: - **Hierarchical Experimentalist Agents** (Hugging Face Daily) - [Read more](https://huggingface.co/papers/2606.29315) - **SkillHone: A Harness for Continual Agent Skill Evolution Through Persistent Decision History** (Hugging Face Daily) - [Read more](https://huggingface.co/papers/2606.08671) - **TRIAGE: Role-Typed Credit Assignment for Agentic Reinfo...

## Episode Summary In this episode, we cover: - **Beyond IID: How General Are Tabular Foundation Models, Really?** (Hugging Face Daily) - [Read more](https://huggingface.co/papers/2606.30410) - **Self-Evolving World Models for LLM Agent Planning** (arXiv) - [Read more](http://arxiv.org/abs/2606.30639v1) - **RocketSmith: Agentic Additive Manufacturing of High-Powered Rockets** (Hugging Face Daily)...

## Episode Summary In this episode, we cover: - **PerceptionRubrics: Calibrating Multimodal Evaluation to Human Perception** (arXiv) - [Read more](http://arxiv.org/abs/2606.28322v1) - **Agent-Native Immune System: Architecture, Taxonomy, and Engineering** (arXiv) - [Read more](http://arxiv.org/abs/2606.28270v1) - **RSICCLLM: A Multimodal Large Language Model for Remote Sensing Image Change Caption...

## Episode Summary In this episode, we cover: - **When Does Combining Language Models Help? A Co-Failure Ceiling on Routing, Voting, and Mixture-of-Agents Across 67 Frontier Models** (Hugging Face Daily) - [Read more](https://huggingface.co/papers/2606.27288) - **LISA: Likelihood Score Alignment for Visual-condition Controllable Generation** (Hugging Face Daily) - [Read more](https://huggingface.c...

## Episode Summary In this episode, we cover: - **Paying More Attention to Visual Tokens in Self-Evolving Large Multimodal Models** (arXiv) - [Read more](http://arxiv.org/abs/2606.27373v1) - **CoffeeBench: Benchmarking Long-Horizon LLM Agents in Heterogeneous Multi-Agent Economies** (Hugging Face Daily) - [Read more](https://huggingface.co/papers/2606.16613) - **PhysiFormer: Learning to Simulate M...

## Episode Summary In this episode, we cover: - **GUI vs. CLI: Execution Bottlenecks in Screen-Only and Skill-Mediated Computer-Use Agents** (Hugging Face Daily) - [Read more](https://huggingface.co/papers/2606.24551) - **Information-Aware KV Cache Compression for Long Reasoning** (Hugging Face Daily) - [Read more](https://huggingface.co/papers/2606.26875) - **The Verification Horizon: No Silver B...

## Episode Summary In this episode, we cover: - **Constraint Tax in Open-Weight LLMs: An Empirical Study of Tool Calling Suppression Under Structured Output Constraints** (Hugging Face Daily) - [Read more](https://huggingface.co/papers/2606.25605) - **Do Thinking Tokens Help with Safety?** (Hugging Face Daily) - [Read more](https://huggingface.co/papers/2606.25013) - **ReNIO: Reweighting Negative...

## Episode Summary In this episode, we cover: - **Escaping the Self-Confirmation Trap: An Execute-Distill-Verify Paradigm for Agentic Experience Learning** (Hugging Face Daily) - [Read more](https://huggingface.co/papers/2606.24428) - **Accuracy and Satisfaction in Multi-Turn LLM Dialogues for NFR Assessment** (arXiv) - [Read more](http://arxiv.org/abs/2606.24834v1) - **AGORA: An Archive-Grounded...

## Episode Summary In this episode, we cover: - **Can LLMs Reliably Self-Report Adversarial Prefills, and How?** (arXiv) - [Read more](http://arxiv.org/abs/2606.23671v1) - **TROPT: An Open Framework for Unifying and Advancing Discrete Text Optimization** (Hugging Face Daily) - [Read more](https://huggingface.co/papers/2606.23496) - **Teaching LLMs String Matching, Backtracking, and Error Recovery...

## Episode Summary In this episode, we cover: - **CalTennis: Large Multi-View Tennis Video Dataset and Benchmark of Monocular-to-3D Pose Estimation** (arXiv) - [Read more](http://arxiv.org/abs/2606.20542v1) - **SproutRAG: Attention-Guided Tree Search with Progressive Embeddings for Long-Document RAG** (Hugging Face Daily) - [Read more](https://huggingface.co/papers/2606.18381) - **StylisticBias: A...

## Episode Summary In this episode, we cover: - **Current World Models Lack a Persistent State Core** (arXiv) - [Read more](http://arxiv.org/abs/2606.20545v1) - **Freeing the Law with LOCUS: A Local Ordinance Corpus for the United States** (Hugging Face Daily) - [Read more](https://huggingface.co/papers/2606.19334) - **No Resource, No Benchmarks, No Problem? Evaluating and Improving LLMs for Code...

## Episode Summary In this episode, we cover: - **Rethinking Shrinkage Bias in LLM FP4 Pretraining: Geometric Origin, Systemic Impact, and UFP4 Recipe** (Hugging Face Daily) - [Read more](https://huggingface.co/papers/2606.20381) - **ReSyn: A Generalized Recursive Regular Expression Synthesis Framework** (Hugging Face Daily) - [Read more](https://huggingface.co/papers/2603.24624) - **LegalHalluLen...

## Episode Summary In this episode, we cover: - **DragMesh-2: Physically Plausible Dexterous Hand-Object Interaction with Articulated Objects** (Hugging Face Daily) - [Read more](https://huggingface.co/papers/2606.15133) - **How Transparent is DiffusionGemma?** (arXiv) - [Read more](http://arxiv.org/abs/2606.20560v1) - **StylisticBias: A Few Human Visual Cues Drive Most Social Biases in MLLMs** (a...

## Episode Summary In this episode, we cover: - **Seeing Before Reasoning: Decoupling Perception and Reasoning for Shortcut-Resilient Multimodal On-Policy Self-Distillation** (Hugging Face Daily) - [Read more](https://huggingface.co/papers/2606.19120) - **MolmoMotion: Forecasting Point Trajectories in 3D with Language Instruction** (Hugging Face Daily) - [Read more](https://huggingface.co/papers/2...

## Episode Summary In this episode, we cover: - **Operadic consistency: a label-free signal for compositional reasoning failures in LLMs** (arXiv) - [Read more](http://arxiv.org/abs/2606.13649v1) - **InterleaveThinker: Reinforcing Agentic Interleaved Generation** (arXiv) - [Read more](http://arxiv.org/abs/2606.13679v1) - **SpatialClaw: Rethinking Action Interface for Agentic Spatial Reasoning** (a...

## Episode Summary In this episode, we cover: - **WebChallenger: A Reliable and Efficient Generalist Web Agent** (Hugging Face Daily) - [Read more](https://huggingface.co/papers/2606.10423) - **The Cold-Start Safety Gap in LLM Agents** (Hugging Face Daily) - [Read more](https://huggingface.co/papers/2606.07867) - **ToolSense: A Diagnostic Framework for Auditing Parametric Tool Knowledge in LLMs**...