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## Episode Summary In this episode, we cover: - **From Skill Text to Skill Structure: The Scheduling-Structural-Logical Representation for Agent Skills** (Hugging Face Daily) - [Read more](https://huggingface.co/papers/2604.24026) - **Web2BigTable: A Bi-Level Multi-Agent LLM System for Internet-Scale Information Search and Extraction** (Hugging Face Daily) - [Read more](https://huggingface.co/pape...

## Episode Summary In this episode, we cover: - **Co-Evolving Policy Distillation** (Hugging Face Daily) - [Read more](https://huggingface.co/papers/2604.27083) - **Instruction-Guided Poetry Generation in Arabic and Its Dialects** (Hugging Face Daily) - [Read more](https://huggingface.co/papers/2604.27766) - **Efficient Training on Multiple Consumer GPUs with RoundPipe** (Hugging Face Daily) - [Re...

## Episode Summary In this episode, we cover: - **LLM as Clinical Graph Structure Refiner: Enhancing Representation Learning in EEG Seizure Diagnosis** (arXiv) - [Read more](http://arxiv.org/abs/2604.28178v1) - **Step-level Optimization for Efficient Computer-use Agents** (Hugging Face Daily) - [Read more](https://huggingface.co/papers/2604.27151) - **AEGIS: A Holistic Benchmark for Evaluating For...

## Episode Summary In this episode, we cover: - **FlashRT: Towards Computationally and Memory Efficient Red-Teaming for Prompt Injection and Knowledge Corruption** (Hugging Face Daily) - [Read more](https://huggingface.co/papers/2604.28157) - **Length Value Model: Scalable Value Pretraining for Token-Level Length Modeling** (Hugging Face Daily) - [Read more](https://huggingface.co/papers/2604.2703...

## Episode Summary In this episode, we cover: - **Operating-Layer Controls for Onchain Language-Model Agents Under Real Capital** (Hugging Face Daily) - [Read more](https://huggingface.co/papers/2604.26091) - **GLM-5V-Turbo: Toward a Native Foundation Model for Multimodal Agents** (Hugging Face Daily) - [Read more](https://huggingface.co/papers/2604.26752) - **Turning the TIDE: Cross-Architecture...

## Episode Summary In this episode, we cover: - **Co-Director: Agentic Generative Video Storytelling** (Hugging Face Daily) - [Read more](https://huggingface.co/papers/2604.24842) - **Recursive Multi-Agent Systems** (arXiv) - [Read more](http://arxiv.org/abs/2604.25917v1) - **AutoResearchBench: Benchmarking AI Agents on Complex Scientific Literature Discovery** (Hugging Face Daily) - [Read more](h...

## Episode Summary In this episode, we cover: - **PageGuide: Browser extension to assist users in navigating a webpage and locating information** (Hugging Face Daily) - [Read more](https://huggingface.co/papers/2604.23772) - **Discovering Agentic Safety Specifications from 1-Bit Danger Signals** (Hugging Face Daily) - [Read more](https://huggingface.co/papers/2604.23210) - **UniGeo: Unifying Geome...

## Episode Summary In this episode, we cover: - **DiffNR: Diffusion-Enhanced Neural Representation Optimization for Sparse-View 3D Tomographic Reconstruction** (Hugging Face Daily) - [Read more](https://huggingface.co/papers/2604.21518) - **LLM Safety From Within: Detecting Harmful Content with Internal Representations** (Hugging Face Daily) - [Read more](https://huggingface.co/papers/2604.18519)...

## Episode Summary In this episode, we cover: - **Temporal Taskification in Streaming Continual Learning: A Source of Evaluation Instability** (arXiv) - [Read more](http://arxiv.org/abs/2604.21930v1) - **WebGen-R1: Incentivizing Large Language Models to Generate Functional and Aesthetic Websites with Reinforcement Learning** (Hugging Face Daily) - [Read more](https://huggingface.co/papers/2604.203...

## Episode Summary In this episode, we cover: - **Coevolving Representations in Joint Image-Feature Diffusion** (Hugging Face Daily) - [Read more](https://huggingface.co/papers/2604.17492) - **Trust but Verify: Introducing DAVinCI -- A Framework for Dual Attribution and Verification in Claim Inference for Language Models** (Hugging Face Daily) - [Read more](https://huggingface.co/papers/2604.21193...

## Episode Summary In this episode, we cover: - **Seeing Fast and Slow: Learning the Flow of Time in Videos** (arXiv) - [Read more](http://arxiv.org/abs/2604.21931v1) - **LLaTiSA: Towards Difficulty-Stratified Time Series Reasoning from Visual Perception to Semantics** (Hugging Face Daily) - [Read more](https://huggingface.co/papers/2604.17295) - **Encoder-Free Human Motion Understanding via Struc...

## Episode Summary In this episode, we cover: - **Expert Upcycling: Shifting the Compute-Efficient Frontier of Mixture-of-Experts** (Hugging Face Daily) - [Read more](https://huggingface.co/papers/2604.19835) - **Benign Fine-Tuning Breaks Safety Alignment in Audio LLMs** (Hugging Face Daily) - [Read more](https://huggingface.co/papers/2604.16659) - **DeVI: Physics-based Dexterous Human-Object Inte...

## Episode Summary In this episode, we cover: - **Mind's Eye: A Benchmark of Visual Abstraction, Transformation and Composition for Multimodal LLMs** (Hugging Face Daily) - [Read more](https://huggingface.co/papers/2604.16054) - **What Makes an LLM a Good Optimizer? A Trajectory Analysis of LLM-Guided Evolutionary Search** (Hugging Face Daily) - [Read more](https://huggingface.co/papers/2604.19440...

## Episode Summary In this episode, we cover: - **MathNet: a Global Multimodal Benchmark for Mathematical Reasoning and Retrieval** (arXiv) - [Read more](http://arxiv.org/abs/2604.18584v1) - **MARCO: Navigating the Unseen Space of Semantic Correspondence** (Hugging Face Daily) - [Read more](https://huggingface.co/papers/2604.18267) - **Agentic Forecasting using Sequential Bayesian Updating of Ling...

## Episode Summary In this episode, we cover: - **Maximal Brain Damage Without Data or Optimization: Disrupting Neural Networks via Sign-Bit Flips** (Hugging Face Daily) - [Read more](https://huggingface.co/papers/2502.07408) - **The Amazing Agent Race: Strong Tool Users, Weak Navigators** (Hugging Face Daily) - [Read more](https://huggingface.co/papers/2604.10261) - **Evaluating the Progression o...

## Episode Summary In this episode, we cover: - **Boosting Visual Instruction Tuning with Self-Supervised Guidance** (Hugging Face Daily) - [Read more](https://huggingface.co/papers/2604.12966) - **Think in Latent Thoughts: A New Paradigm for Gloss-Free Sign Language Translation** (arXiv) - [Read more](http://arxiv.org/abs/2604.15301v1) - **SuperLocalMemory V3.3: The Living Brain -- Biologically-I...

## Episode Summary In this episode, we cover: - **Three-Phase Transformer** (Hugging Face Daily) - [Read more](https://huggingface.co/papers/2604.14430) - **Beyond Prompts: Unconditional 3D Inversion for Out-of-Distribution Shapes** (Hugging Face Daily) - [Read more](https://huggingface.co/papers/2604.14914) - **TRACER: Trace-Based Adaptive Cost-Efficient Routing for LLM Classification** (Hugging...

## Episode Summary In this episode, we cover: - **MM-WebAgent: A Hierarchical Multimodal Web Agent for Webpage Generation** (arXiv) - [Read more](http://arxiv.org/abs/2604.15309v1) - **RadAgent: A tool-using AI agent for stepwise interpretation of chest computed tomography** (Hugging Face Daily) - [Read more](https://huggingface.co/papers/2604.15231) - **R3D: Revisiting 3D Policy Learning** (arXiv...

## Episode Summary In this episode, we cover: - **VLMs Need Words: Vision Language Models Ignore Visual Detail In Favor of Semantic Anchors** (Hugging Face Daily) - [Read more](https://huggingface.co/papers/2604.02486) - **Xpertbench: Expert Level Tasks with Rubrics-Based Evaluation** (Hugging Face Daily) - [Read more](https://huggingface.co/papers/2604.02368) - **AgentSocialBench: Evaluating Priv...

## Episode Summary In this episode, we cover: - **Therefore I am. I Think** (Hugging Face Daily) - [Read more](https://huggingface.co/papers/2604.01202) - **Working Notes on Late Interaction Dynamics: Analyzing Targeted Behaviors of Late Interaction Models** (Hugging Face Daily) - [Read more](https://huggingface.co/papers/2603.26259) - **LOME: Learning Human-Object Manipulation with Action-Conditi...

## Episode Summary In this episode, we cover: - **Video Models Reason Early: Exploiting Plan Commitment for Maze Solving** (Hugging Face Daily) - [Read more](https://huggingface.co/papers/2603.30043) - **AIBench: Evaluating Visual-Logical Consistency in Academic Illustration Generation** (Hugging Face Daily) - [Read more](https://huggingface.co/papers/2603.28068) - **Signals: Trajectory Sampling a...

## Episode Summary In this episode, we cover: - **When Users Change Their Mind: Evaluating Interruptible Agents in Long-Horizon Web Navigation** (Hugging Face Daily) - [Read more](https://huggingface.co/papers/2604.00892) - **ClawKeeper: Comprehensive Safety Protection for OpenClaw Agents Through Skills, Plugins, and Watchers** (Hugging Face Daily) - [Read more](https://huggingface.co/papers/2603....

## Episode Summary In this episode, we cover: - **BizGenEval: A Systematic Benchmark for Commercial Visual Content Generation** (Hugging Face Daily) - [Read more](https://huggingface.co/papers/2603.25732) - **The Model Says Walk: How Surface Heuristics Override Implicit Constraints in LLM Reasoning** (Hugging Face Daily) - [Read more](https://huggingface.co/papers/2603.29025) - **Distilling Conver...

## Episode Summary In this episode, we cover: - **A Comparative Study in Surgical AI: Datasets, Foundation Models, and Barriers to Med-AGI** (Hugging Face Daily) - [Read more](https://huggingface.co/papers/2603.27341) - **On-the-fly Repulsion in the Contextual Space for Rich Diversity in Diffusion Transformers** (Hugging Face Daily) - [Read more](https://huggingface.co/papers/2603.28762) - **STRID...

## Episode Summary In this episode, we cover: - **ShotStream: Streaming Multi-Shot Video Generation for Interactive Storytelling** (Hugging Face Daily) - [Read more](https://huggingface.co/papers/2603.25746) - **LongTail Driving Scenarios with Reasoning Traces: The KITScenes LongTail Dataset** (Hugging Face Daily) - [Read more](https://huggingface.co/papers/2603.23607) - **MedOpenClaw: Auditable M...