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Unzip

By Skyler @ LimitLess AITechnologyTech News
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Unzip episodes

  • Three-Phase Transformer
    ## 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 Face Daily)
    - [Read more](https://huggingface.co/papers/2604.14531)
    - **Reinforcement Learning via Value Gradient Flow** (Hugging Face Daily)
    - [Read more](https://huggingface.co/papers/2604.14265)
    - **Switch-KD: Visual-Switch Knowledge Distillation for Vision-Language Models** (Hugging Face Daily)
    - [Read more](https://huggingface.co/papers/2604.14629)
    ---
    *Sponsored by LimitLess AI*
    7 min
  • MM-WebAgent: A Hierarchical Multimodal Web Agent for Webpage Generation
    ## 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)
    - [Read more](http://arxiv.org/abs/2604.15281v1)
    - **RAD-2: Scaling Reinforcement Learning in a Generator-Discriminator Framework** (arXiv)
    - [Read more](http://arxiv.org/abs/2604.15308v1)
    - **Towards Autonomous Mechanistic Reasoning in Virtual Cells** (Hugging Face Daily)
    - [Read more](https://huggingface.co/papers/2604.11661)
    ---
    *Sponsored by LimitLess AI*
    8 min
  • VLMs Need Words: Vision Language Models Ignore Visual Detail In Favor of Semantic Anchors
    ## 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 Privacy Risks in Human-Centered Agentic Social Networks** (Hugging Face Daily)
    - [Read more](https://huggingface.co/papers/2604.01487)
    - **AgentHazard: A Benchmark for Evaluating Harmful Behavior in Computer-Use Agents** (Hugging Face Daily)
    - [Read more](https://huggingface.co/papers/2604.02947)
    - **Agentic-MME: What Agentic Capability Really Brings to Multimodal Intelligence?** (Hugging Face Daily)
    - [Read more](https://huggingface.co/papers/2604.03016)
    ---
    *Sponsored by LimitLess AI*
    0 min
  • Therefore I am. I Think
    ## 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-Conditioned Egocentric World Model** (Hugging Face Daily)
    - [Read more](https://huggingface.co/papers/2603.27449)
    - **ActionParty: Multi-Subject Action Binding in Generative Video Games** (Hugging Face Daily)
    - [Read more](https://huggingface.co/papers/2604.02330)
    - **An Empirical Recipe for Universal Phone Recognition** (Hugging Face Daily)
    - [Read more](https://huggingface.co/papers/2603.29042)
    ---
    *Sponsored by LimitLess AI*
    0 min
  • Video Models Reason Early: Exploiting Plan Commitment for Maze Solving
    ## 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 and Triage for Agentic Interactions** (Hugging Face Daily)
    - [Read more](https://huggingface.co/papers/2604.00356)
    - **ASI-Evolve: AI Accelerates AI** (Hugging Face Daily)
    - [Read more](https://huggingface.co/papers/2603.29640)
    - **Steerable Visual Representations** (arXiv)
    - [Read more](http://arxiv.org/abs/2604.02327v1)
    ---
    *Sponsored by LimitLess AI*
    0 min
  • When Users Change Their Mind: Evaluating Interruptible Agents in Long-Horizon Web Navigation
    ## 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/2603.24414)
    - **Vision2Web: A Hierarchical Benchmark for Visual Website Development with Agent Verification** (Hugging Face Daily)
    - [Read more](https://huggingface.co/papers/2603.26648)
    - **$\texttt{YC-Bench}$: Benchmarking AI Agents for Long-Term Planning and Consistent Execution** (arXiv)
    - [Read more](http://arxiv.org/abs/2604.01212v1)
    - **AgentWatcher: A Rule-based Prompt Injection Monitor** (Hugging Face Daily)
    - [Read more](https://huggingface.co/papers/2604.01194)
    ---
    *Sponsored by LimitLess AI*
    9 min
  • BizGenEval: A Systematic Benchmark for Commercial Visual Content Generation
    ## 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 Conversations: Abstract Compression of Conversational Audio Context for LLM-based ASR** (Hugging Face Daily)
    - [Read more](https://huggingface.co/papers/2603.26246)
    - **Colon-Bench: An Agentic Workflow for Scalable Dense Lesion Annotation in Full-Procedure Colonoscopy Videos** (Hugging Face Daily)
    - [Read more](https://huggingface.co/papers/2603.25645)
    - **CREval: An Automated Interpretable Evaluation for Creative Image Manipulation under Complex Instructions** (Hugging Face Daily)
    - [Read more](https://huggingface.co/papers/2603.26174)
    ---
    *Sponsored by LimitLess AI*
    0 min
  • A Comparative Study in Surgical AI: Datasets, Foundation Models, and Barriers to Med-AGI
    ## 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)
    - **STRIDE: When to Speak Meets Sequence Denoising for Streaming Video Understanding** (Hugging Face Daily)
    - [Read more](https://huggingface.co/papers/2603.27593)
    - **AdaptToken: Entropy-based Adaptive Token Selection for MLLM Long Video Understanding** (Hugging Face Daily)
    - [Read more](https://huggingface.co/papers/2603.28696)
    - **EpochX: Building the Infrastructure for an Emergent Agent Civilization** (Hugging Face Daily)
    - [Read more](https://huggingface.co/papers/2603.27304)
    ---
    *Sponsored by LimitLess AI*
    0 min
  • ShotStream: Streaming Multi-Shot Video Generation for Interactive Storytelling
    ## 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 Medical Imaging Agents Reasoning over Uncurated Full Studies** (Hugging Face Daily)
    - [Read more](https://huggingface.co/papers/2603.24649)
    - **Composer 2 Technical Report** (Hugging Face Daily)
    - [Read more](https://huggingface.co/papers/2603.24477)
    - **PackForcing: Short Video Training Suffices for Long Video Sampling and Long Context Inference** (Hugging Face Daily)
    - [Read more](https://huggingface.co/papers/2603.25730)
    ---
    *Sponsored by LimitLess AI*
    0 min
  • Revisiting On-Policy Distillation: Empirical Failure Modes and Simple Fixes
    ## Episode Summary
    In this episode, we cover:
    - **Revisiting On-Policy Distillation: Empirical Failure Modes and Simple Fixes** (Hugging Face Daily)
    - [Read more](https://huggingface.co/papers/2603.25562)
    - **VFIG: Vectorizing Complex Figures in SVG with Vision-Language Models** (Hugging Face Daily)
    - [Read more](https://huggingface.co/papers/2603.24575)
    - **S2D2: Fast Decoding for Diffusion LLMs via Training-Free Self-Speculation** (Hugging Face Daily)
    - [Read more](https://huggingface.co/papers/2603.25702)
    - **AVO: Agentic Variation Operators for Autonomous Evolutionary Search** (Hugging Face Daily)
    - [Read more](https://huggingface.co/papers/2603.24517)
    - **Electrostatic Photoluminescence Tuning in All-Solid-State Perovskite Transistors** (Hugging Face Daily)
    - [Read more](https://huggingface.co/papers/2603.25718)
    ---
    *Sponsored by LimitLess AI*
    0 min

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