Model or Harness? An Interaction-Centric Taxonomy for Localizing Agent Failures Paper • 2607.28802 • Published 8 days ago • 9
SKT: Skill-Use Training at Scale via Verified Synthetic Data Generation Paper • 2608.02287 • Published 4 days ago • 28
LongHorizon-Harness: Advancing Long-Horizon Agents for Real-World Tasks Paper • 2608.01964 • Published 4 days ago • 150
PerceptionBench: Evaluating Atomic Visual Perception in Multimodal Large Language Models Paper • 2607.24957 • Published 11 days ago • 18
ReDesign: Recovering Editable Design Structures from Images via Agentic Decomposition Paper • 2607.25565 • Published 10 days ago • 65
RynnBrain 1.1: Towards More Capable and Generalizable Embodied Foundation Model Paper • 2607.17977 • Published 18 days ago • 198
Self-Improvements in Modern Agentic Systems: A Survey Paper • 2607.13104 • Published 24 days ago • 33
view article Article Harness, Scaffold, and the AI Agent Terms Worth Getting Right sergiopaniego, ariG23498 • May 25 • 136
Embodied-R1.5: Evolving Physical Intelligence via Embodied Foundation Models Paper • 2606.11324 • Published Jun 9 • 172
Beyond Scalar Rewards by Internalizing Reasoning into Score Distributions Paper • 2606.09076 • Published Jun 8 • 66
Reason, Then Re-reason: Cross-view Revisiting Improves Spatial Reasoning Paper • 2606.11683 • Published Jun 10 • 30
SketchVLM: Vision language models can annotate images to explain thoughts and guide users Paper • 2604.22875 • Published Apr 23 • 38
World-R1: Reinforcing 3D Constraints for Text-to-Video Generation Paper • 2604.24764 • Published Apr 27 • 119
ReVSI: Rebuilding Visual Spatial Intelligence Evaluation for Accurate Assessment of VLM 3D Reasoning Paper • 2604.24300 • Published Apr 27 • 69
Exploring Spatial Intelligence from a Generative Perspective Paper • 2604.20570 • Published Apr 22 • 23