ずんだもんのHugging Faceニュース

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By: ksterx

Hugging Face Trending Papersの要約を毎日日本語で配信。

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Daily AI Papers Briefing (2026-09-17)
Daily AI Papers Briefing (2026-09-17) episode artwork
Today at 12:12 AM

【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. StepAudio 3 Music Technical Report
https://huggingface.co/papers/2609.16034
5. ScienceBuddy: Recursive-in-Recursive Self-Improvement for Interactive Scientific Agents
https://huggingface.co/papers/2609.17523


Daily AI Papers Briefing (2026-09-16)
Daily AI Papers Briefing (2026-09-16) episode artwork
Yesterday at 12:05 AM

【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 Agentic Search
https://huggingface.co/papers/2609.13356
4. Dream-RSI: Recursive Self-Improvement through Evolving Worlds
https://huggingface.co/papers/2609.14858
5. PhysBrain 1.5: From Vision-Language Models to Physical Foundation Models
https://huggingface.co/papers/2609.14973


Daily AI Papers Briefing (2026-09-15)
Daily AI Papers Briefing (2026-09-15) episode artwork
Last Tuesday at 12:26 AM

【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 Frontier Cyber Models
https://huggingface.co/papers/2609.08418
4. Breaking the Vision-Action Shortcut: Latent Interface Training for Generalizable Robotics Foundation Models
https://huggingface.co/papers/2609.12641
5. SAS: Simple Attention Sparsification via End-to-End Optimization of Context Ranking
https://huggingface.co/papers/2609.13141


Daily AI Papers Briefing (2026-09-14)
Daily AI Papers Briefing (2026-09-14) episode artwork
Last Monday at 12:01 AM

【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 Spatial Intelligence in LVLMs via Synthetic Block-Stacking Problem
https://huggingface.co/papers/2609.07064
4. EvoSafeHarness: Evolving Model- and Domain-Specific Harnesses for Securing Agents
https://huggingface.co/papers/2609.05903
5. Mi-Ripple: Restoring Images Degraded by Iterative AI Editing
https://huggingface.co/papers/2609.11317


Daily AI Papers Briefing (2026-09-13)
Daily AI Papers Briefing (2026-09-13) episode artwork
Last Saturday at 11:52 PM

【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 Spatial Intelligence in LVLMs via Synthetic Block-Stacking Problem
https://huggingface.co/papers/2609.07064
4. EvoSafeHarness: Evolving Model- and Domain-Specific Harnesses for Securing Agents
https://huggingface.co/papers/2609.05903
5. Mi-Ripple: Restoring Images Degraded by Iterative AI Editing
https://huggingface.co/papers/2609.11317


Daily AI Papers Briefing (2026-09-12)
Daily AI Papers Briefing (2026-09-12) episode artwork
Last Friday at 11:59 PM

【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 Spatial Intelligence in LVLMs via Synthetic Block-Stacking Problem
https://huggingface.co/papers/2609.07064
4. EvoSafeHarness: Evolving Model- and Domain-Specific Harnesses for Securing Agents
https://huggingface.co/papers/2609.05903
5. Mi-Ripple: Restoring Images Degraded by Iterative AI Editing
https://huggingface.co/papers/2609.11317


Daily AI Papers Briefing (2026-09-11)
Daily AI Papers Briefing (2026-09-11) episode artwork
09/10/2026

【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. WearableQA: A Benchmark for Health Reasoning over Real-World Wearable Data
https://huggingface.co/papers/2609.05405
5. SWE-Bench Pro Verified: A Reliable Benchmark for Software Engineering Agents
https://huggingface.co/papers/2609.08149


Daily AI Papers Briefing (2026-09-10)
Daily AI Papers Briefing (2026-09-10) episode artwork
09/09/2026

【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 Interaction Agent Technical Report
https://huggingface.co/papers/2609.08977
4. Eliciting Weak-to-Strong Generalization with On-Policy Reverse Distillation
https://huggingface.co/papers/2609.08798
5. DriveZero: End-to-End Driving Beyond Human Demonstrations
https://huggingface.co/papers/2609.06055


Daily AI Papers Briefing (2026-09-09)
Daily AI Papers Briefing (2026-09-09) episode artwork
09/08/2026

【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 Segmentation
https://huggingface.co/papers/2609.03756
4. Causal Foundation Models
https://huggingface.co/papers/2609.03003
5. Verify Before You Distill: Prompt-Level Teacher Gating for On-Policy Distillation
https://huggingface.co/papers/2609.02998


Daily AI Papers Briefing (2026-09-08)
Daily AI Papers Briefing (2026-09-08) episode artwork
09/08/2026

【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 Dialogue
https://huggingface.co/papers/2609.04250
4. The Attention Triangle in Audio-Video Models
https://huggingface.co/papers/2609.03586
5. WorldSculpt: Generating Compositional Worlds from Grounded Videos
https://huggingface.co/papers/2609.05416


Daily AI Papers Briefing (2026-09-07)
Daily AI Papers Briefing (2026-09-07) episode artwork
09/06/2026

【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 Strong Image Generators with Fully Open Training Recipes
https://huggingface.co/papers/2609.03796
4. Random Attention: Rethinking KV Cache Eviction for Efficient Reasoning
https://huggingface.co/papers/2609.03430
5. Knowing When Not to Reuse: Conditional Experience Transfer in Autonomous LLM Post-Training
https://huggingface.co/papers/2608.26730


Daily AI Papers Briefing (2026-09-06)
Daily AI Papers Briefing (2026-09-06) episode artwork
09/05/2026

【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 Strong Image Generators with Fully Open Training Recipes
https://huggingface.co/papers/2609.03796
4. Random Attention: Rethinking KV Cache Eviction for Efficient Reasoning
https://huggingface.co/papers/2609.03430
5. Knowing When Not to Reuse: Conditional Experience Transfer in Autonomous LLM Post-Training
https://huggingface.co/papers/2608.26730


Daily AI Papers Briefing (2026-09-05)
Daily AI Papers Briefing (2026-09-05) episode artwork
09/04/2026

【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 Strong Image Generators with Fully Open Training Recipes
https://huggingface.co/papers/2609.03796
4. Knowing When Not to Reuse: Conditional Experience Transfer in Autonomous LLM Post-Training
https://huggingface.co/papers/2608.26730
5. Random Attention: Rethinking KV Cache Eviction for Efficient Reasoning
https://huggingface.co/papers/2609.03430


Daily AI Papers Briefing (2026-09-04)
Daily AI Papers Briefing (2026-09-04) episode artwork
09/03/2026

【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?
https://huggingface.co/papers/2608.31111
4. SolarWM: Open Data and Scalable Training for Long-Horizon Video World Models
https://huggingface.co/papers/2609.02886
5. EarlyEval: Cheaper Agent Evaluation via Early Outcome Prediction
https://huggingface.co/papers/2609.02783


Daily AI Papers Briefing (2026-09-03)
Daily AI Papers Briefing (2026-09-03) episode artwork
09/02/2026

【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 Transformers
https://huggingface.co/papers/2609.01343
4. UI-Venus-2 Technical Report
https://huggingface.co/papers/2609.00028
5. H3-World: Turning Language Understanding into World Control
https://huggingface.co/papers/2609.01560


Daily AI Papers Briefing (2026-09-02)
Daily AI Papers Briefing (2026-09-02) episode artwork
09/01/2026

【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 Composable Real-to-Sim Scene Modeling
https://huggingface.co/papers/2608.30821
4. GenFirst: Generation Before Reconstruction for Stable End-to-End Latent Generative Modeling
https://huggingface.co/papers/2608.29335
5. Normalized Low-Rank Adaptation
https://huggingface.co/papers/2608.31036


Daily AI Papers Briefing (2026-09-01)
Daily AI Papers Briefing (2026-09-01) episode artwork
09/01/2026

【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: Diamond-topology Aware Retrieval and Tuning for Self-Distillation of Multi-Turn Tool-Calling Agents
https://huggingface.co/papers/2608.18524
4. Agentic Artifact Creation: Systems, Evaluation, Principles, and Opportunities
https://huggingface.co/papers/2608.28122
5. Code as Worlds: Agentic Discovery of Executable World Representations for Physical Reasoning
https://huggingface.co/papers/2608.27549


Daily AI Papers Briefing (2026-08-31)
Daily AI Papers Briefing (2026-08-31) episode artwork
08/31/2026

【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 Spatial Agency in a Real-Scale City
https://huggingface.co/papers/2608.27456
4. TTPO: Test-Time Policy Optimization
https://huggingface.co/papers/2608.27448
5. Self-OPD: On-Policy Distillation for Flow Matching Models without Teacher
https://huggingface.co/papers/2608.26872


Daily AI Papers Briefing (2026-08-30)
Daily AI Papers Briefing (2026-08-30) episode artwork
08/30/2026

【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 Spatial Agency in a Real-Scale City
https://huggingface.co/papers/2608.27456
4. TTPO: Test-Time Policy Optimization
https://huggingface.co/papers/2608.27448
5. Self-OPD: On-Policy Distillation for Flow Matching Models without Teacher
https://huggingface.co/papers/2608.26872


Daily AI Papers Briefing (2026-08-29)
Daily AI Papers Briefing (2026-08-29) episode artwork
08/29/2026

【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 Spatial Agency in a Real-Scale City
https://huggingface.co/papers/2608.27456
4. TTPO: Test-Time Policy Optimization
https://huggingface.co/papers/2608.27448
5. Self-OPD: On-Policy Distillation for Flow Matching Models without Teacher
https://huggingface.co/papers/2608.26872


Daily AI Papers Briefing (2026-08-28)
Daily AI Papers Briefing (2026-08-28) episode artwork
08/28/2026

【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 Optimization
https://huggingface.co/papers/2608.27448
4. What Makes Good Agentic Data? An ACE Lens on Data Generation for LLM Agents
https://huggingface.co/papers/2608.27260
5. UrbanGround: From Local Perception to Spatial Agency in a Real-Scale City
https://huggingface.co/papers/2608.27456


Daily AI Papers Briefing (2026-08-27)
Daily AI Papers Briefing (2026-08-27) episode artwork
08/27/2026

【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
https://huggingface.co/papers/2608.23318
4. VGI-BENCH: Probing Visual Intelligence in Video Generation Models
https://huggingface.co/papers/2608.19583
5. Code World Model: Coding Agent as World Brain
https://huggingface.co/papers/2608.25927


Daily AI Papers Briefing (2026-08-26)
Daily AI Papers Briefing (2026-08-26) episode artwork
08/25/2026

【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
https://huggingface.co/papers/2608.20958
4. Unlocking the Potential of Image Editing via Concept Scaling and Dense Supervision
https://huggingface.co/papers/2608.16812
5. MobilePA-Bench: Benchmarking Mobile Planner Agents on Complex Real-World Tasks
https://huggingface.co/papers/2608.23035


Daily AI Papers Briefing (2026-08-25)
Daily AI Papers Briefing (2026-08-25) episode artwork
08/24/2026

【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. InfinityEdit: Infinite Video Editing with a Lightweight Edit-Ignition Adapter
https://huggingface.co/papers/2608.20910
4. OmniAssistBench: Assistant-style Interaction Benchmark for Omni-LLMs
https://huggingface.co/papers/2608.21360
5. ParaTempo: Efficient Parallel Reasoning via Temporal Confidence
https://huggingface.co/papers/2608.16425


Daily AI Papers Briefing (2026-08-24)
Daily AI Papers Briefing (2026-08-24) episode artwork
08/23/2026

【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
https://huggingface.co/papers/2608.20335
4. SWE-bench Science: Can Coding Agents Resolve Engineering Tasks in Science?
https://huggingface.co/papers/2608.19799
5. WithEveryone: Unified Planning and Identity Grounding for Group Image Generation
https://huggingface.co/papers/2608.20336


Daily AI Papers Briefing (2026-08-23)
Daily AI Papers Briefing (2026-08-23) episode artwork
08/22/2026

【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
https://huggingface.co/papers/2608.20335
4. SWE-bench Science: Can Coding Agents Resolve Engineering Tasks in Science?
https://huggingface.co/papers/2608.19799
5. WithEveryone: Unified Planning and Identity Grounding for Group Image Generation
https://huggingface.co/papers/2608.20336


Daily AI Papers Briefing (2026-08-22)
Daily AI Papers Briefing (2026-08-22) episode artwork
08/21/2026

【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
https://huggingface.co/papers/2608.20335
4. SWE-bench Science: Can Coding Agents Resolve Engineering Tasks in Science?
https://huggingface.co/papers/2608.19799
5. WithEveryone: Unified Planning and Identity Grounding for Group Image Generation
https://huggingface.co/papers/2608.20336


Daily AI Papers Briefing (2026-08-21)
Daily AI Papers Briefing (2026-08-21) episode artwork
08/20/2026

【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, Verification-Gated Agent Harness for PLC Code Generation
https://huggingface.co/papers/2608.18565
4. OmniScientist: An Omni-Modal Omni-Discipline AI Scientist
https://huggingface.co/papers/2608.13558
5. Co-RL: Unsupervised Reasoning Emerges from Diverse Cohort in Multi-agent RL
https://huggingface.co/papers/2608.17253


Daily AI Papers Briefing (2026-08-20)
Daily AI Papers Briefing (2026-08-20) episode artwork
08/19/2026

【本日の論文】
1. Demystifying Agent Skills: Why They Work-Until They Don't
https://huggingface.co/papers/2608.14036
2. Agentic ESOpt: Fine-Tuning Long-Horizon LLM Agents with Minimal GPU Requirements
https://huggingface.co/papers/2608.17310
3. FreeToken: Efficient Edge-Native MoE Serving with Bandwidth-Adaptive Execution
https://huggingface.co/papers/2608.16157
4. ASI-Bench: At the Dawn of Artificial Superintelligence
https://huggingface.co/papers/2608.17271
5. Embodied-Navigator: Point, Think, Memorize, and Align for Efficient Navigation
https://huggingface.co/papers/2608.17512


Daily AI Papers Briefing (2026-08-19)
Daily AI Papers Briefing (2026-08-19) episode artwork
08/18/2026

【本日の論文】
1. HarnessEval-W: Agentifying the Evaluation of Visual Worlds
https://huggingface.co/papers/2608.16859
2. StateM: Reaching 95.3% Raw Accuracy, or a \$15 Frontier Run, on Terminal-Bench 2.1 via Harness Scaling
https://huggingface.co/papers/2608.15089
3. VibeWorlding: Can Multimodal Agents Construct 3D Open Worlds End-to-End?
https://huggingface.co/papers/2608.15265
4. Large Discovery Models: Empirically-grounded Model-Based Open-Ended Search
https://huggingface.co/papers/2608.15669
5. Learn What's Left, Not What's Mastered: Saturation Aware Advantage Reweighting for Multi-Reward Policy Optimization
https://huggingface.co/papers/2608.16072


Daily AI Papers Briefing (2026-08-18)
Daily AI Papers Briefing (2026-08-18) episode artwork
08/17/2026

【本日の論文】
1. Can We Defend Against AI-Generated Video Attacks on Real-World Crisis Events? A Systematic Evaluation of Detectors, Generators and Social Dissemination
https://huggingface.co/papers/2608.14391
2. Self-Supervised Visual On-Policy Distillation
https://huggingface.co/papers/2608.14144
3. Beyond Final Scores: A Systematic Evaluation of Agents for Long-Horizon AI Research and Development
https://huggingface.co/papers/2608.13417
4. Intern-S2-Mobius: Foundation Model with Decoupled Knowledge and Reasoning
https://huggingface.co/papers/2608.14290
5. Apodex Discovery: Reality Benchmarks and Environments for Evaluating and Building Discoverative Artificial Intelligence
https://huggingface.co/papers/2608.11341


Daily AI Papers Briefing (2026-08-17)
Daily AI Papers Briefing (2026-08-17) episode artwork
08/16/2026

【本日の論文】
1. Alaya-EVOKE: From Linear-Scaling Supervision to Endless World
https://huggingface.co/papers/2608.13546
2. LLMRouter: Unified Infrastructure for Developing, Evaluating, and Deploying LLM Routers
https://huggingface.co/papers/2608.06867
3. DreamX-Phi 1.0: Action-Conditioned Video World Model for Robotic Manipulation
https://huggingface.co/papers/2608.13489
4. DarwinX: Evolving Agent Harnesses Through Natural Selection
https://huggingface.co/papers/2608.07545
5. Intern-S2-Preview: Scientific Agentic Foundation Model
https://huggingface.co/papers/2608.13505


Daily AI Papers Briefing (2026-08-16)
Daily AI Papers Briefing (2026-08-16) episode artwork
08/15/2026

【本日の論文】
1. Alaya-EVOKE: From Linear-Scaling Supervision to Endless World
https://huggingface.co/papers/2608.13546
2. LLMRouter: Unified Infrastructure for Developing, Evaluating, and Deploying LLM Routers
https://huggingface.co/papers/2608.06867
3. DreamX-Phi 1.0: Action-Conditioned Video World Model for Robotic Manipulation
https://huggingface.co/papers/2608.13489
4. DarwinX: Evolving Agent Harnesses Through Natural Selection
https://huggingface.co/papers/2608.07545
5. Intern-S2-Preview: Scientific Agentic Foundation Model
https://huggingface.co/papers/2608.13505


Daily AI Papers Briefing (2026-08-15)
Daily AI Papers Briefing (2026-08-15) episode artwork
08/14/2026

【本日の論文】
1. LLMRouter: Unified Infrastructure for Developing, Evaluating, and Deploying LLM Routers
https://huggingface.co/papers/2608.06867
2. Alaya-EVOKE: From Linear-Scaling Supervision to Endless World
https://huggingface.co/papers/2608.13546
3. DreamX-Phi 1.0: Action-Conditioned Video World Model for Robotic Manipulation
https://huggingface.co/papers/2608.13489
4. DarwinX: Evolving Agent Harnesses Through Natural Selection
https://huggingface.co/papers/2608.07545
5. Intern-S2-Preview: Scientific Agentic Foundation Model
https://huggingface.co/papers/2608.13505


Daily AI Papers Briefing (2026-08-14)
Daily AI Papers Briefing (2026-08-14) episode artwork
08/13/2026

【本日の論文】
1. OpenART: Scaling Agent Red Teaming via Open-Ended Environment Evolution
https://huggingface.co/papers/2608.00677
2. Spark-to-Paper: End-to-End Research Paper Generation as a Composable Skill
https://huggingface.co/papers/2608.11924
3. AI4AI at Test-Time: Strong-to-Weak Capability Transfer via Harnesses
https://huggingface.co/papers/2608.12307
4. Mechanist: AI as a Scientific Instrument for Discovering the Mechanisms of Intelligence
https://huggingface.co/papers/2608.12036
5. SkillZip: Contract-Preserving Graph Compression for Scalable Agent Skill Libraries
https://huggingface.co/papers/2608.05604


Daily AI Papers Briefing (2026-08-13)
Daily AI Papers Briefing (2026-08-13) episode artwork
08/12/2026

【本日の論文】
1. ComBodied Agents: a New Paradigm of Human-Centric Agentic AI
https://huggingface.co/papers/2608.10915
2. Co-Evolution in Agentic Systems: Toward Self-Directed Evolution Beyond Human Design
https://huggingface.co/papers/2608.10299
3. Beyond Pixels: From Video Priors to 4D Worlds
https://huggingface.co/papers/2608.10744
4. Articulated Object Reconstruction from Rest-State Observation
https://huggingface.co/papers/2607.27749
5. AdvFD: Boosting Visual Generation via Adversarial Fr'echet Distance Loss
https://huggingface.co/papers/2608.11205


Daily AI Papers Briefing (2026-08-12)
Daily AI Papers Briefing (2026-08-12) episode artwork
08/11/2026

【本日の論文】
1. BDH-CQ: In-Context Learning with Recurrent Latent Reasoning
https://huggingface.co/papers/2608.09888
2. Macaron-V1: Towards Open Continual Learning with Self-Improvement and Mixture-of-LoRA
https://huggingface.co/papers/2608.09819
3. SWE-Bench ProMax: Benchmarking Agents on Large-Scale Multilingual Code Refactoring
https://huggingface.co/papers/2608.09802
4. Ouroboros: A Self-Developing Frontier Coding Agent with Reviewed Core Evolution
https://huggingface.co/papers/2608.08311
5. On-Policy Self-Distillation without Any Supervision
https://huggingface.co/papers/2608.06296


Daily AI Papers Briefing (2026-08-11)
Daily AI Papers Briefing (2026-08-11) episode artwork
08/10/2026

【本日の論文】
1. SFT Conflicts, RL Coexists: A Theoretical and Empirical Analysis of Multi-Task Learning for LLMs
https://huggingface.co/papers/2608.03573
2. Beyond Simply Environment Scaling: Designing Effective Environment Distributions for Multimodal Agent Learning
https://huggingface.co/papers/2608.03571
3. SimWAM: A Simple World Action Model for End-to-End Autonomous Driving
https://huggingface.co/papers/2608.07468
4. YOLO-PEFT: Parameter-Efficient Fine-Tuning on YOLO Family
https://huggingface.co/papers/2608.07051
5. StreamArena: Toward Continuous, Interactive, and Long-Horizon Agentic Streaming Video Understanding
https://huggingface.co/papers/2608.05703


Daily AI Papers Briefing (2026-08-10)
Daily AI Papers Briefing (2026-08-10) episode artwork
08/09/2026

【本日の論文】
1. AgentOPSD: Recursive Self-Distillation for Agentic Reinforcement Learning
https://huggingface.co/papers/2608.05987
2. OSReward: Instituting Standardized Evaluation for Cross-Platform Computer-Use Reward Models
https://huggingface.co/papers/2607.28609
3. Interpretable MEG Decoding of Perceived Speech: Cortical Sources and the Stimulus Features That Drive Retrieval
https://huggingface.co/papers/2608.01481
4. WorldClaw: Agentic 3D Open-World Generation at Scale
https://huggingface.co/papers/2608.05248
5. GST-Bench: Can VLMs Develop Global Spatial Awareness from Video?
https://huggingface.co/papers/2608.05747


Daily AI Papers Briefing (2026-08-09)
Daily AI Papers Briefing (2026-08-09) episode artwork
08/08/2026

【本日の論文】
1. AgentOPSD: Recursive Self-Distillation for Agentic Reinforcement Learning
https://huggingface.co/papers/2608.05987
2. OSReward: Instituting Standardized Evaluation for Cross-Platform Computer-Use Reward Models
https://huggingface.co/papers/2607.28609
3. Interpretable MEG Decoding of Perceived Speech: Cortical Sources and the Stimulus Features That Drive Retrieval
https://huggingface.co/papers/2608.01481
4. WorldClaw: Agentic 3D Open-World Generation at Scale
https://huggingface.co/papers/2608.05248
5. GST-Bench: Can VLMs Develop Global Spatial Awareness from Video?
https://huggingface.co/papers/2608.05747