Shows / Unzip
Unzip
Your guide to the latest AI and machine learning research. We unpack complex papers into actionable insights for practitioners and enthusiasts alike.
Episodes
UnzipCan LLMs Reliably Self-Report Adversarial Prefills, and How?
## Episode Summary In this episode, we cover: - **Can LLMs Reliably Self-Report Adversarial Prefills, and How?** (arXiv) - [Read…
UnzipCalTennis: Large Multi-View Tennis Video Dataset and Benchmark of Monocular-to-3D Pose Estimation
## Episode Summary In this episode, we cover: - **CalTennis: Large Multi-View Tennis Video Dataset and Benchmark of Monocular-to-3D Pose Estimation** (arXiv) -…
UnzipCurrent World Models Lack a Persistent State Core
## Episode Summary In this episode, we cover: - **Current World Models Lack a Persistent State Core** (arXiv) - [Read more](http://arxiv.org/abs/2606.20545v1)…
UnzipRethinking Shrinkage Bias in LLM FP4 Pretraining: Geometric Origin, Systemic Impact, and UFP4 Recipe
## Episode Summary In this episode, we cover: - **Rethinking Shrinkage Bias in LLM FP4 Pretraining: Geometric Origin, Systemic Impact, and UFP4 Recipe**…
UnzipDragMesh-2: Physically Plausible Dexterous Hand-Object Interaction with Articulated Objects
## Episode Summary In this episode, we cover: - **DragMesh-2: Physically Plausible Dexterous Hand-Object Interaction with Articulated Objects** (Hugging Face…
UnzipSeeing Before Reasoning: Decoupling Perception and Reasoning for Shortcut-Resilient Multimodal On-Policy Self-Distillation
## Episode Summary In this episode, we cover: - **Seeing Before Reasoning: Decoupling Perception and Reasoning for Shortcut-Resilient Multimodal On-Policy…
UnzipOperadic consistency: a label-free signal for compositional reasoning failures in LLMs
## Episode Summary In this episode, we cover: - **Operadic consistency: a label-free signal for compositional reasoning failures in LLMs** (arXiv) - [Read…
UnzipWebChallenger: A Reliable and Efficient Generalist Web Agent
## Episode Summary In this episode, we cover: - **WebChallenger: A Reliable and Efficient Generalist Web Agent** (Hugging Face Daily) - [Read…
UnzipEvoArena: Tracking Memory Evolution for Robust LLM Agents in Dynamic Environments
## Episode Summary In this episode, we cover: - **EvoArena: Tracking Memory Evolution for Robust LLM Agents in Dynamic Environments** (arXiv) - [Read…
UnzipTAHOE: Text-to-SQL with Automated Hint Optimization from Experience
## Episode Summary In this episode, we cover: - **TAHOE: Text-to-SQL with Automated Hint Optimization from Experience** (arXiv) - [Read…
UnzipKwai Keye-VL-2.0 Technical Report
## Episode Summary In this episode, we cover: - **Kwai Keye-VL-2.0 Technical Report** (Hugging Face Daily) - [Read…
UnzipEmpiriGraph-Psy: A Dataset and LLM Pipeline for Extracting Empirical Relation Graphs from Psychology Abstracts
## Episode Summary In this episode, we cover: - **EmpiriGraph-Psy: A Dataset and LLM Pipeline for Extracting Empirical Relation Graphs from Psychology…
UnzipAlmieyar-Oryx-BloomBench: A Bilingual Multimodal Benchmark for Cognitively Informed Evaluation of Vision-Language Models
## Episode Summary In this episode, we cover: - **Almieyar-Oryx-BloomBench: A Bilingual Multimodal Benchmark for Cognitively Informed Evaluation of…
UnzipOperation-Guided Progressive Human-to-AI Text Transformation Benchmark for Multi-Granularity AI-Text Detection
## Episode Summary In this episode, we cover: - **Operation-Guided Progressive Human-to-AI Text Transformation Benchmark for Multi-Granularity AI-Text…
UnzipMAOAM: Unified Object and Material Selection with Vision-Language Models
## Episode Summary In this episode, we cover: - **MAOAM: Unified Object and Material Selection with Vision-Language Models** (Hugging Face Daily) - [Read…
UnzipAURA: 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) -…
UnzipProbing Outcome-Level Resemblance and Mechanism-Level Alignment in LLM Risk Decisions: Evidence from the St. Petersburg Game
## Episode Summary In this episode, we cover: - **Probing Outcome-Level Resemblance and Mechanism-Level Alignment in LLM Risk Decisions: Evidence from the St…
UnzipMeshWeaver: Sparse-Voxel-Guided Surface Weaving for Autoregressive Mesh Generation
## Episode Summary In this episode, we cover: - **MeshWeaver: Sparse-Voxel-Guided Surface Weaving for Autoregressive Mesh Generation** (Hugging Face Daily) -…
UnzipThe Chain Holds, the Answer Folds: Trace-Answer Dissociation in Reasoning Models Under Adversarial Pressure
## Episode Summary In this episode, we cover: - **The Chain Holds, the Answer Folds: Trace-Answer Dissociation in Reasoning Models Under Adversarial Pressure**…
UnzipMellum2 Technical Report
## Episode Summary In this episode, we cover: - **Mellum2 Technical Report** (Hugging Face Daily) - [Read more](https://huggingface.co/papers/2605.31268) -…
UnzipPRISM: A Multi-Dimensional Benchmark for Evaluating LLM Peer Reviewers
## Episode Summary In this episode, we cover: - **PRISM: A Multi-Dimensional Benchmark for Evaluating LLM Peer Reviewers** (Hugging Face Daily) - [Read…
UnzipPANDO: Efficient Multimodal AI Agents via Online Skill Distillation
## Episode Summary In this episode, we cover: - **PANDO: Efficient Multimodal AI Agents via Online Skill Distillation** (Hugging Face Daily) - [Read…
UnzipForecasting Downstream Performance of LLMs With Proxy Metrics
## Episode Summary In this episode, we cover: - **Forecasting Downstream Performance of LLMs With Proxy Metrics** (Hugging Face Daily) - [Read…
UnzipLive Music Diffusion Models: Efficient Fine-Tuning and Post-Training of Interactive Diffusion Music Generators
## Episode Summary In this episode, we cover: - **Live Music Diffusion Models: Efficient Fine-Tuning and Post-Training of Interactive Diffusion Music…
UnzipEfficient Agentic Reasoning Through Self-Regulated Simulative Planning
## Episode Summary In this episode, we cover: - **Efficient Agentic Reasoning Through Self-Regulated Simulative Planning** (Hugging Face Daily) - [Read…
UnzipEnhancing Train-Free Infinite-Frame Generation for Consistent Long Videos
## Episode Summary In this episode, we cover: - **Enhancing Train-Free Infinite-Frame Generation for Consistent Long Videos** (Hugging Face Daily) - [Read…
UnzipMid-Training with Self-Generated Data Improves Reinforcement Learning in Language Models
## Episode Summary In this episode, we cover: - **Mid-Training with Self-Generated Data Improves Reinforcement Learning in Language Models** (Hugging Face…
UnzipAuditing Multimodal LLM Raters: Central Tendency Bias in Clinical Ordinal Scoring
## Episode Summary In this episode, we cover: - **Auditing Multimodal LLM Raters: Central Tendency Bias in Clinical Ordinal Scoring** (Hugging Face Daily) -…
UnzipPhysics-R1: An Audited Olympiad Corpus and Recipe for Visual Physics Reasoning
## Episode Summary In this episode, we cover: - **Physics-R1: An Audited Olympiad Corpus and Recipe for Visual Physics Reasoning** (Hugging Face Daily) - [Read…
UnzipLong Context Pre-Training with Lighthouse Attention
## Episode Summary In this episode, we cover: - **Long Context Pre-Training with Lighthouse Attention** (Hugging Face Daily) - [Read…
UnzipSWE-WebDevBench: Evaluating Coding Agent Application Platforms as Virtual Software Agencies
## Episode Summary In this episode, we cover: - **SWE-WebDevBench: Evaluating Coding Agent Application Platforms as Virtual Software Agencies** (Hugging Face…
UnzipBeyond SFT-to-RL: Pre-alignment via Black-Box On-Policy Distillation for Multimodal RL
## Episode Summary In this episode, we cover: - **Beyond SFT-to-RL: Pre-alignment via Black-Box On-Policy Distillation for Multimodal RL** (Hugging Face Daily)…
UnzipHiL-Bench (Human-in-Loop Benchmark): Do Agents Know When to Ask for Help?
## Episode Summary In this episode, we cover: - **HiL-Bench (Human-in-Loop Benchmark): Do Agents Know When to Ask for Help?** (Hugging Face Daily) - [Read…
UnzipFrom Skill Text to Skill Structure: The Scheduling-Structural-Logical Representation for Agent Skills
## Episode Summary In this episode, we cover: - **From Skill Text to Skill Structure: The Scheduling-Structural-Logical Representation for Agent Skills**…
UnzipCo-Evolving Policy Distillation
## Episode Summary In this episode, we cover: - **Co-Evolving Policy Distillation** (Hugging Face Daily) - [Read…
UnzipLLM as Clinical Graph Structure Refiner: Enhancing Representation Learning in EEG Seizure Diagnosis
## Episode Summary In this episode, we cover: - **LLM as Clinical Graph Structure Refiner: Enhancing Representation Learning in EEG Seizure Diagnosis** (arXiv)…
UnzipFlashRT: Towards Computationally and Memory Efficient Red-Teaming for Prompt Injection and Knowledge Corruption
## Episode Summary In this episode, we cover: - **FlashRT: Towards Computationally and Memory Efficient Red-Teaming for Prompt Injection and Knowledge…
UnzipOperating-Layer Controls for Onchain Language-Model Agents Under Real Capital
## Episode Summary In this episode, we cover: - **Operating-Layer Controls for Onchain Language-Model Agents Under Real Capital** (Hugging Face Daily) - [Read…
UnzipCo-Director: Agentic Generative Video Storytelling
## Episode Summary In this episode, we cover: - **Co-Director: Agentic Generative Video Storytelling** (Hugging Face Daily) - [Read…
UnzipPageGuide: Browser extension to assist users in navigating a webpage and locating information
## Episode Summary In this episode, we cover: - **PageGuide: Browser extension to assist users in navigating a webpage and locating information** (Hugging Face…
UnzipDiffNR: Diffusion-Enhanced Neural Representation Optimization for Sparse-View 3D Tomographic Reconstruction
## Episode Summary In this episode, we cover: - **DiffNR: Diffusion-Enhanced Neural Representation Optimization for Sparse-View 3D Tomographic Reconstruction**…
UnzipTemporal Taskification in Streaming Continual Learning: A Source of Evaluation Instability
## Episode Summary In this episode, we cover: - **Temporal Taskification in Streaming Continual Learning: A Source of Evaluation Instability** (arXiv) - [Read…
UnzipCoevolving Representations in Joint Image-Feature Diffusion
## Episode Summary In this episode, we cover: - **Coevolving Representations in Joint Image-Feature Diffusion** (Hugging Face Daily) - [Read…
UnzipSeeing Fast and Slow: Learning the Flow of Time in Videos
## Episode Summary In this episode, we cover: - **Seeing Fast and Slow: Learning the Flow of Time in Videos** (arXiv) - [Read…
UnzipExpert Upcycling: Shifting the Compute-Efficient Frontier of Mixture-of-Experts
## Episode Summary In this episode, we cover: - **Expert Upcycling: Shifting the Compute-Efficient Frontier of Mixture-of-Experts** (Hugging Face Daily) -…
UnzipMind's Eye: A Benchmark of Visual Abstraction, Transformation and Composition for Multimodal LLMs
## Episode Summary In this episode, we cover: - **Mind's Eye: A Benchmark of Visual Abstraction, Transformation and Composition for Multimodal LLMs** (Hugging…
UnzipMathNet: a Global Multimodal Benchmark for Mathematical Reasoning and Retrieval
## Episode Summary In this episode, we cover: - **MathNet: a Global Multimodal Benchmark for Mathematical Reasoning and Retrieval** (arXiv) - [Read…
UnzipMaximal Brain Damage Without Data or Optimization: Disrupting Neural Networks via Sign-Bit Flips
## Episode Summary In this episode, we cover: - **Maximal Brain Damage Without Data or Optimization: Disrupting Neural Networks via Sign-Bit Flips** (Hugging…
UnzipBoosting Visual Instruction Tuning with Self-Supervised Guidance
## Episode Summary In this episode, we cover: - **Boosting Visual Instruction Tuning with Self-Supervised Guidance** (Hugging Face Daily) - [Read…
UnzipThree-Phase Transformer
## Episode Summary In this episode, we cover: - **Three-Phase Transformer** (Hugging Face Daily) - [Read more](https://huggingface.co/papers/2604.14430) -…
UnzipMM-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…
UnzipVLMs 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…
UnzipTherefore 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) -…
UnzipVideo 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…
UnzipWhen 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…
UnzipBizGenEval: 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…
UnzipA 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…
UnzipShotStream: 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…
UnzipRevisiting 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…
UnzipAVControl: Efficient Framework for Training Audio-Visual Controls
## Episode Summary In this episode, we cover: - **AVControl: Efficient Framework for Training Audio-Visual Controls** (Hugging Face Daily) - [Read…