PODCAST · technology
ずんだもんのHugging Faceニュース
by ksterx
Hugging Face Trending Papersの要約を毎日日本語で配信。
Episodes
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Daily AI Papers Briefing (2026-10-17)
【本日の論文】 1. OmniCompass: A Holistic Benchmark for Omni-Modal Video Grounding and Understanding https://huggingface.co/papers/2610.18829 2. Waypoint-OPD: Transferring RL-Induced Policy Shifts via Gated On-Policy Distillation https://huggingface.co/papers/2610.21601 3. OpenGCUA: Toward a Fully Open...
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Daily AI Papers Briefing (2026-10-16)
【本日の論文】 1. Any Time, Any Space: A World-State-Centric Framework for Agentic Video Generation https://huggingface.co/papers/2610.20571 2. Player-1: Learning to Play from Synthetic Experience https://huggingface.co/papers/2610.20584 3. Beyond Domain-Routed Supervision: Cross-Teacher Guarding for...
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Daily AI Papers Briefing (2026-10-15)
【本日の論文】 1. Jeva: System One Models from First Principles https://huggingface.co/papers/2610.18773 2. Agent-Reflex: Teaching Language Agents to Act Reflectively https://huggingface.co/papers/2610.17953 3. VideoJev: System One Model for Video Understanding and Interaction...
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Daily AI Papers Briefing (2026-10-14)
【本日の論文】 1. GroundingPI: A Grounding Foundation Model towards Physical Intelligence with Visual Primitives https://huggingface.co/papers/2609.39601 2. Thinking Inertia: LLMs Keep Thinking When Told Not To https://huggingface.co/papers/2610.11765 3. AgentSWE: Can Coding Agents Build the Agent You...
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Daily AI Papers Briefing (2026-10-13)
【本日の論文】 1. Systematic Multi-Agent Vision-and-Language Navigation: Formulation, Benchmark, and Method https://huggingface.co/papers/2609.35965 2. Multi-Stream Attention Residuals https://huggingface.co/papers/2610.13630 3. Thinking Inertia: LLMs Keep Thinking When Told Not To...
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Daily AI Papers Briefing (2026-10-12)
【本日の論文】 1. AgentGarten: Code Worlds for Evolving Agents https://huggingface.co/papers/2610.12374 2. Learn2Play Bench: How Well Do LLM Agents Learn from Experience in Unfamiliar Environments? https://huggingface.co/papers/2610.08215 3. TokenRouter: Efficient Serving System for Token-Level LLM...
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Daily AI Papers Briefing (2026-10-03)
【本日の論文】 1. OneStreamer: Unifying Perception, Memory, and Proactive Response in Streaming Video Interaction https://huggingface.co/papers/2610.01762 2. Adaptive Reward Routing: Dynamic Multi-Reward Optimization for Joint Audio-Video Diffusion via Forward-Process RL...
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Daily AI Papers Briefing (2026-10-02)
【本日の論文】 1. The Teacher Is a Direction, Not a Destination: Extrapolating RL-Induced Representation Residuals in On-Policy Distillation https://huggingface.co/papers/2609.36484 2. UniEvo-VL: An On-policy Self-Distillation Training Recipe for Multimodal Model Self-improvement...
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Daily AI Papers Briefing (2026-10-01)
【本日の論文】 1. Raven: The Harness of Harnesses for Composable Agentic Intelligence https://huggingface.co/papers/2609.33439 2. In-Context Learning for Robots: Methods and Applications https://huggingface.co/papers/2609.36012 3. MaLiang-Harness: A Programmable Path to Image and Video Generation...
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Daily AI Papers Briefing (2026-09-30)
【本日の論文】 1. Post-Training Leaves Behavioral Shadows on Unrelated Decisions https://huggingface.co/papers/2609.29233 2. YuE2: Unifying Symbolic and Audio Music Generation at Frontier Quality https://huggingface.co/papers/2609.33757 3. Beyond Teacher Assignment: Domain-Normalized Multi-Teacher...
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Daily AI Papers Briefing (2026-09-29)
【本日の論文】 1. FuseReg: Regularizing Layer Fusion Mitigates the Reconstruction-Generation Gap in Representation Autoencoders https://huggingface.co/papers/2609.31620 2. Disaggregated Quantization: Specializing LLM Prefill and Decode https://huggingface.co/papers/2609.26333 3. RayOrch: Programming and...
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Daily AI Papers Briefing (2026-09-28)
【本日の論文】 1. Training Object Permanence in World Models https://huggingface.co/papers/2609.28654 2. Your Transformer Can Hold Two Thoughts at Once: Evidence of Linear Superposition in LLMs https://huggingface.co/papers/2609.29845 3. WanPE: Towards Cinematic Prompt Enhancement for Modern…
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Daily AI Papers Briefing (2026-09-27)
【本日の論文】 1. Training Object Permanence in World Models https://huggingface.co/papers/2609.28654 2. Your Transformer Can Hold Two Thoughts at Once: Evidence of Linear Superposition in LLMs https://huggingface.co/papers/2609.29845 3. WanPE: Towards Cinematic Prompt Enhancement for Modern…
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Daily AI Papers Briefing (2026-09-26)
【本日の論文】 1. Training Object Permanence in World Models https://huggingface.co/papers/2609.28654 2. Your Transformer Can Hold Two Thoughts at Once: Evidence of Linear Superposition in LLMs https://huggingface.co/papers/2609.29845 3. WanPE: Towards Cinematic Prompt Enhancement for Modern…
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Daily AI Papers Briefing (2026-09-25)
【本日の論文】 1. SpeakerMem-R1: Speaker-Centered Dual-Track Memory for Multi-Party Dialogue https://huggingface.co/papers/2609.26780 2. Spatial-Interactor: Learning Spatial Reasoning through Interaction with the Observable Physical World https://huggingface.co/papers/2609.23038 3. HappyWorld-Bench...
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Daily AI Papers Briefing (2026-09-24)
【本日の論文】 1. The Tasteful Agent: Measuring and Improving Taste in Long-Horizon Tasks https://huggingface.co/papers/2609.25804 2. RULER: Instance-aware Rubric Rewards for SVG Generation https://huggingface.co/papers/2609.25270 3. GAE: Learning a Geometry-Native Latent Space for 3D-Consistent World...
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Daily AI Papers Briefing (2026-09-23)
【本日の論文】 1. RRSI: Regularized Recursive Self-Improvement of Agent Harnesses https://huggingface.co/papers/2609.24972 2. WorldCrafter: Consistent Video World Model with Implicit 3D-aware Memory https://huggingface.co/papers/2609.24984 3. GameHorizon Suite: Multi-Horizon Data and Evaluation in...
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Daily AI Papers Briefing (2026-09-22)
【本日の論文】 1. CodeMidas: Scaling Agentic Coding RL Environments from Code Itself https://huggingface.co/papers/2609.22068 2. Grounded Skill Synthesis from Code at Scale for Agentic Intelligence https://huggingface.co/papers/2609.05571 3. EvoOntology: A Self-Evolving Ontology Layer for Data Agents...
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Daily AI Papers Briefing (2026-09-21)
【本日の論文】 1. DeepSeek-V4.1-Flash: Pushing the Limits of KV Cache Compression https://huggingface.co/papers/2609.19969 2. Can MiniMax-H3 Reason About the Physical World? An Evaluation of Omni-Modal Generative Model https://huggingface.co/papers/2609.18323 3. When EOS Tokens Disagree: Understanding...
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Daily AI Papers Briefing (2026-09-20)
【本日の論文】 1. DeepSeek-V4.1-Flash: Pushing the Limits of KV Cache Compression https://huggingface.co/papers/2609.19969 2. Can MiniMax-H3 Reason About the Physical World? An Evaluation of Omni-Modal Generative Model https://huggingface.co/papers/2609.18323 3. When EOS Tokens Disagree: Understanding...
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Daily AI Papers Briefing (2026-09-19)
【本日の論文】 1. DeepSeek-V4.1-Flash: Pushing the Limits of KV Cache Compression https://huggingface.co/papers/2609.19969 2. SoL-Pi: Recursively Scaling Auto-Research Loops for Efficient Agent Harness https://huggingface.co/papers/2609.20519 3. An Empirical Study of Harness Design for Coding Agents...
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Daily AI Papers Briefing (2026-09-18)
【本日の論文】 1. LimiX-2: A Contextual Mechanism Network Towards General Structured-Data Intelligence https://huggingface.co/papers/2609.17488 2. ScienceIDE: Turning World's Scientific Codebase into Agent Learnable Environments https://huggingface.co/papers/2609.19134 3. Rethinking Critic Learning in...
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Daily AI Papers Briefing (2026-09-17)
【本日の論文】 1. Continual Learning Mechanisms Compose for Long-Horizon Memorization https://huggingface.co/papers/2609.06986 2. AI for Games in the Foundation Model Era https://huggingface.co/papers/2609.16679 3. StepAudio 3 Realtime Technical Report https://huggingface.co/papers/2609.14005 4.…
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Daily AI Papers Briefing (2026-09-16)
【本日の論文】 1. Vidu S2: Real-Time Interactive, Editable, and Spatial Video Generation https://huggingface.co/papers/2609.11638 2. Atria Dawn: The Dawn of Agentic Superintelligence https://huggingface.co/papers/2609.15818 3. ZGCM-1: A Fully Open and Extremely Efficient Foundation Model for Math and...
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Daily AI Papers Briefing (2026-09-15)
【本日の論文】 1. DataFlex-RL: An Evaluation Platform for RLVR Data Policies https://huggingface.co/papers/2609.06107 2. Benchmark Radar: A Living Database and Search Engine for AI Benchmarks and Evaluation https://huggingface.co/papers/2609.11115 3. Feyospace-v1: How the Cyber Mercury Seven Trained...
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Daily AI Papers Briefing (2026-09-14)
【本日の論文】 1. NCP-ArchPreview Technical Report: Moving towards Latent Space Language Models through Next Concept Prediction https://huggingface.co/papers/2609.10715 2. SenseNova-U1.5: Towards Native Unified Visual Intelligence https://huggingface.co/papers/2609.11929 3. SpatialBlock: Enhancing…
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Daily AI Papers Briefing (2026-09-13)
【本日の論文】 1. NCP-ArchPreview Technical Report: Moving towards Latent Space Language Models through Next Concept Prediction https://huggingface.co/papers/2609.10715 2. SenseNova-U1.5: Towards Native Unified Visual Intelligence https://huggingface.co/papers/2609.11929 3. SpatialBlock: Enhancing…
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Daily AI Papers Briefing (2026-09-12)
【本日の論文】 1. NCP-ArchPreview Technical Report: Moving towards Latent Space Language Models through Next Concept Prediction https://huggingface.co/papers/2609.10715 2. SenseNova-U1.5: Towards Native Unified Visual Intelligence https://huggingface.co/papers/2609.11929 3. SpatialBlock: Enhancing…
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Daily AI Papers Briefing (2026-09-11)
【本日の論文】 1. Show-Harness: Just a VLM Agent Can Play Robots https://huggingface.co/papers/2609.10522 2. AgentGrad: Intervention-guided Prompt Optimization for Multi Agent Systems https://huggingface.co/papers/2609.08572 3. Programmable World Model https://huggingface.co/papers/2609.10540 4....
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Daily AI Papers Briefing (2026-09-10)
【本日の論文】 1. NeoHorse-1: Towards Recursive Self-Improvement via Agentic Post-Training with Routing Harness https://huggingface.co/papers/2609.08183 2. AuK Technical Report: An Open-Source Foundational Model for Speech Generation and Editing https://huggingface.co/papers/2609.08936 3. Omni…
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Daily AI Papers Briefing (2026-09-09)
【本日の論文】 1. Unlocking Lossless Speedups in LLMs via Discrete Diffusion https://huggingface.co/papers/2609.04010 2. FlowBalance: Verifier-Grounded Self-Improvement from On-Policy Reasoning Experience https://huggingface.co/papers/2609.03241 3. ENEAS: Embedding-guided Neural Ensemble for Adaptive...
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Daily AI Papers Briefing (2026-09-08)
【本日の論文】 1. Bilevel Coordinated Reflection: A Game-Theoretic Approach to Multi-Agent LLM Systems https://huggingface.co/papers/2609.02750 2. Iris: Climbing to the Search Frontier https://huggingface.co/papers/2609.04304 3. Motion-Omni: End-to-End Joint Speech and Full-Body Motion for Spoken…
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Daily AI Papers Briefing (2026-09-07)
【本日の論文】 1. Compile by Training: Turning Natural-Language Specifications into Local Neural Functions https://huggingface.co/papers/2609.04199 2. Terminal-Universe: Turning Agent Trajectories into Scalable Terminal Environments https://huggingface.co/papers/2609.04148 3. LLaDA-Image: Building…
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Daily AI Papers Briefing (2026-09-06)
【本日の論文】 1. Compile by Training: Turning Natural-Language Specifications into Local Neural Functions https://huggingface.co/papers/2609.04199 2. Terminal-Universe: Turning Agent Trajectories into Scalable Terminal Environments https://huggingface.co/papers/2609.04148 3. LLaDA-Image: Building…
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Daily AI Papers Briefing (2026-09-05)
【本日の論文】 1. Compile by Training: Turning Natural-Language Specifications into Local Neural Functions https://huggingface.co/papers/2609.04199 2. Terminal-Universe: Turning Agent Trajectories into Scalable Terminal Environments https://huggingface.co/papers/2609.04148 3. LLaDA-Image: Building…
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Daily AI Papers Briefing (2026-09-04)
【本日の論文】 1. Repo-To-Skill: Distilling GitHub Repositories Into AI4AI Skills https://huggingface.co/papers/2609.02749 2. HarnessDev: Can LLMs Create and Evolve Their Own Agent Harness? https://huggingface.co/papers/2609.01437 3. Aspire: Can Models Self-Evolve from Vague Goals?...
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Daily AI Papers Briefing (2026-09-03)
【本日の論文】 1. StudentSim: Training LLM-based Student Simulators https://huggingface.co/papers/2609.01591 2. Qwen-Drive-1.0: An Initial Step towards a Vision-Language Foundation Model for Autonomous Driving https://huggingface.co/papers/2609.00111 3. SMELT: Scaling Laws for Compute-Matched MoE Looped...
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Daily AI Papers Briefing (2026-09-02)
【本日の論文】 1. Does On-Policy Distillation Really Distill? From Noisy Teacher to Self-Improvement https://huggingface.co/papers/2608.31046 2. DreamX-Creator: Democratizing Native Audio-Video Generation at 2K Resolution https://huggingface.co/papers/2608.31106 3. Lucida: Parse, Generate, and Place for...
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Daily AI Papers Briefing (2026-09-01)
【本日の論文】 1. LoopArena: Benchmarking Models as Runtime Controllers for Loop Engineering https://huggingface.co/papers/2608.28281 2. Beyond Data Scaling: Representation-Centric Continued Pre-training for Vision-Language-Action Models https://huggingface.co/papers/2608.27550 3. DART-SD:...
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Daily AI Papers Briefing (2026-08-31)
【本日の論文】 1. Agentic Game Development as a Verifiable Trajectory Data Engine for Scaling World Models https://huggingface.co/papers/2608.25518 2. PAWBench: How Far Are We from Probabilistically Aligned World Modeling? https://huggingface.co/papers/2608.27345 3. UrbanGround: From Local Perception to...
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Daily AI Papers Briefing (2026-08-30)
【本日の論文】 1. Agentic Game Development as a Verifiable Trajectory Data Engine for Scaling World Models https://huggingface.co/papers/2608.25518 2. PAWBench: How Far Are We from Probabilistically Aligned World Modeling? https://huggingface.co/papers/2608.27345 3. UrbanGround: From Local Perception to...
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Daily AI Papers Briefing (2026-08-29)
【本日の論文】 1. Agentic Game Development as a Verifiable Trajectory Data Engine for Scaling World Models https://huggingface.co/papers/2608.25518 2. PAWBench: How Far Are We from Probabilistically Aligned World Modeling? https://huggingface.co/papers/2608.27345 3. UrbanGround: From Local Perception to...
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Daily AI Papers Briefing (2026-08-28)
【本日の論文】 1. PAWBench: How Far Are We from Probabilistically Aligned World Modeling? https://huggingface.co/papers/2608.27345 2. Training Agents to Evolve with Their Harness: TaoLive Digital Avatar Agent Technical Report https://huggingface.co/papers/2608.15763 3. TTPO: Test-Time Policy…
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Daily AI Papers Briefing (2026-08-27)
【本日の論文】 1. FrontierChallenge: Evaluating Scientific Workflow Completion https://huggingface.co/papers/2608.24979 2. VBVR-Pro: A Scalable and Verifiable Suite for Native Visual Reasoning https://huggingface.co/papers/2608.26105 3. Agent-G^2: Gaussian Guidance for Agentic Reinforcement Learning...
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Daily AI Papers Briefing (2026-08-26)
【本日の論文】 1. Apodex 1.1: Scaling Agentic Intelligence for Complex Work https://huggingface.co/papers/2608.23283 2. EchoWM: Open and Enterable Omnimodal World Models https://huggingface.co/papers/2608.23189 3. TLive-Omni: An Omni-Modal Understanding Model for E-Commerce Live Streaming...
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Daily AI Papers Briefing (2026-08-25)
【本日の論文】 1. Let's Scale Step by Step: Compute-Efficient Hyperparameter Transfer for Large-Scale Mixture-of-Experts https://huggingface.co/papers/2608.20061 2. Graph Engineering in the Era of LLM Agents: From Individual Intelligence to System Intelligence https://huggingface.co/papers/2608.21156 3....
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Daily AI Papers Briefing (2026-08-24)
【本日の論文】 1. EnvHarness: Awakening Static Worlds for Agent Learning https://huggingface.co/papers/2608.19880 2. FACET: Preserving Source Intent and Executable State in Terminal Task Synthesis https://huggingface.co/papers/2608.18580 3. 4DAnyone: Create Anyone in 4D from a Casual Monocular Video...
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Daily AI Papers Briefing (2026-08-23)
【本日の論文】 1. EnvHarness: Awakening Static Worlds for Agent Learning https://huggingface.co/papers/2608.19880 2. FACET: Preserving Source Intent and Executable State in Terminal Task Synthesis https://huggingface.co/papers/2608.18580 3. 4DAnyone: Create Anyone in 4D from a Casual Monocular Video...
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Daily AI Papers Briefing (2026-08-22)
【本日の論文】 1. EnvHarness: Awakening Static Worlds for Agent Learning https://huggingface.co/papers/2608.19880 2. FACET: Preserving Source Intent and Executable State in Terminal Task Synthesis https://huggingface.co/papers/2608.18580 3. 4DAnyone: Create Anyone in 4D from a Casual Monocular Video...
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Daily AI Papers Briefing (2026-08-21)
【本日の論文】 1. SemComp-Bench: Benchmarking Semantic Task Completion in Video Generation https://huggingface.co/papers/2608.17426 2. Zetta ζ: An Efficient Closed-Loop Embodied Harness for Self-Evolving Physical Intelligence https://huggingface.co/papers/2608.16590 3. SemaPLC: A Project-Grounded,...
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