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Papers
Daily updated cutting-edge AI research papers to help you keep up with the latest AI trends
papers

RULER: Instance-aware Rubric Rewards for SVG Generation

The Tasteful Agent: Measuring and Improving Taste in Long-Horizon Tasks






























OmniEdu: Open Foundation Models for Learning and Teaching
Document Retrieval-Aware Chunking (D-RAC): Universal Retrieval-Aware Ingestion of Enterprise Documents via PDF Normalization and Multimodal Markdown Conversion
GameHorizon Suite: Multi-Horizon Data and Evaluation in Gameplay
TRANSFERRING THE INTELLIGENCE OF VLMS TO ROBOTIC CONTROL
WorldCrafter: Consistent Video World Model with Implicit 3D-aware Memory
RRSI: Regularized Recursive Self-Improvement of Agent Harnesses
OMNIVCHAT: SYNTHESIZING, BENCHMARKING, AND TRAINING FOR NATIVE AUDIO-VISUAL DIALOGUE
RECREATIONWORLD: Scalable and Verifiable Environments for Hybrid Computer-Use Agents
EvoOntology: A Self-Evolving Ontology Layer for Data Agents
CodeMidas: Scaling Agentic Coding RL Environments from Code Itself
Grounded Skill Synthesis from Code at Scale for Agentic Intelligence
IntBMoE: Integrating Block-Level Conditioning into Expert Composition for Full-Participation Mixture-of-Experts
JEPA-Anything: Learning Predictive Models across Different Worlds
An Empirical Study of Harness Design for Coding Agents
SoL-Pi: Recursively Scaling Auto-Research Loops for Efficient Agent Harness
When EOS Tokens Disagree: Understanding Length Inflation in On-Policy Distillation
Can MiniMax-H3 Reason About the Physical World? An Evaluation of Omni-Modal Generative Model
ScienceIDE: Turning World’s Scientific Codebase into Agent Learnable Environments
ProgramDistill: From Interactive Web Apps to Verifiable Reference-Guided SWE Tasks
Rethinking Critic Learning in PPO: Understanding and Mitigating Value Flattening
Agora: Git as Shared Memory for Collective AutoResearch
Confidence Comes from Experience: Experiential Confidence Estimation from Reasoning to Agents
LimiX-2: A Contextual Mechanism Network Towards General Structured-Data Intelligence
ScienceBuddy: Recursive-in-Recursive Self-Improvement for Interactive Scientific Agents
AI for Games in the Foundation Model Era
StepAudio 3 Music Technical Report
StepAudio 3 Realtime Technical Report
Generalized Agent Iteration: One Formal Framework for Iterative Policy Improvement and Recursive Self-Improvement
Continual Learning Mechanisms Compose for Long-Horizon Memorization
DeepSeek-V4.1-Flash: Pushing the Limits of KV Cache Compression