From Model Scaling to System Scaling: Scaling the Harness in Agentic AI
Paper • 2605.26112 • Published • 9
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Lens: Rethinking Training Efficiency for Foundational Text-to-Image Models
Paper • 2605.21573 • Published • 110
Rethinking Cross-Layer Information Routing in Diffusion Transformers
Paper • 2605.20708 • Published • 110
LongLive-2.0: An NVFP4 Parallel Infrastructure for Long Video Generation
Paper • 2605.18739 • Published • 113
Beyond Semantic Similarity: Rethinking Retrieval for Agentic Search via Direct Corpus Interaction
Paper • 2605.05242 • Published • 123
δ-mem: Efficient Online Memory for Large Language Models
Paper • 2605.12357 • Published • 128
LocateAnything: Fast and High-Quality Vision-Language Grounding with Parallel Box Decoding
Paper • 2605.27365 • Published • 139
Qwen-VLA: Unifying Vision-Language-Action Modeling across Tasks, Environments, and Robot Embodiments
Paper • 2605.30280 • Published • 140
Code as Agent Harness
Paper • 2605.18747 • Published • 217
SkillOpt: Executive Strategy for Self-Evolving Agent Skills
Paper • 2605.23904 • Published • 228
CiteVQA: Benchmarking Evidence Attribution for Trustworthy Document Intelligence
Paper • 2605.12882 • Published • 271
Gamma-World: Generative Multi-Agent World Modeling Beyond Two Players
Paper • 2605.28816 • Published • 423
OpenSkill: Open-World Self-Evolution for LLM Agents
Paper • 2606.06741 • Published • 27
AutoMedBench: Towards Medical AutoResearch with Agentic AI Models
Paper • 2606.01961 • Published • 27
AutoLab: Can Frontier Models Solve Long-Horizon Auto Research and Engineering Tasks?
Paper • 2606.05080 • Published • 29
Human Psychometric Questionnaires Mischaracterize LLM Behavior
Paper • 2509.10078 • Published • 34
Language Models Need Sleep: Learning to Self-Modify and Consolidate Memories
Paper • 2606.03979 • Published • 29
Latent Spatial Memory for Video World Models
Paper • 2606.09828 • Published • 63
ArcANE: Do Role-Playing Language Agents Stay in Character at the Right Time?
Paper • 2606.05553 • Published • 47
From Activation to Causality: Discovery of Causal Visual Representations in the Human Brain
Paper • 2605.23895 • Published • 52