LongHorizon-Harness: Advancing Long-Horizon Agents for Real-World Tasks Paper • 2608.01964 • Published 3 days ago • 146
Beyond Relevance-Centric Retrieval: Rubric-Oriented Document Set Selection and Ranking Paper • 2607.19747 • Published 15 days ago • 31
OmniReasoner: Thinking with Long Audio-Video via Native Tool Use Paper • 2607.19339 • Published 16 days ago • 1
DataFlow-Harness: A Grounded Code-Agent Platform for Constructing Editable LLM Data Pipelines Paper • 2607.16617 • Published 19 days ago • 141
SearchOS-V1: Towards Robust Open-Domain Information-Seeking Agent Collaboration Paper • 2607.15257 • Published 21 days ago • 71
TimeLens2: Generalist Video Temporal Grounding with Multimodal LLMs Paper • 2607.17423 • Published 18 days ago • 166
RynnBrain 1.1: Towards More Capable and Generalizable Embodied Foundation Model Paper • 2607.17977 • Published 17 days ago • 198
VideoChat3: Fully Open Video MLLM for Efficient and Generalist Video Understanding Paper • 2607.14935 • Published 21 days ago • 171
Dense Supervision, Sparse Updates: On the Sparsity and Geometry of On-Policy Distillation Paper • 2606.13657 • Published Jun 11 • 5
TriSplat: Simulation-Ready Feed-Forward 3D Scene Reconstruction Paper • 2605.26115 • Published May 25 • 53
HyperEyes: Dual-Grained Efficiency-Aware Reinforcement Learning for Parallel Multimodal Search Agents Paper • 2605.07177 • Published May 8 • 63
OpenSeeker-v2: Pushing the Limits of Search Agents with Informative and High-Difficulty Trajectories Paper • 2605.04036 • Published May 5 • 73
OpenSearch-VL: An Open Recipe for Frontier Multimodal Search Agents Paper • 2605.05185 • Published May 6 • 106
Skill1: Unified Evolution of Skill-Augmented Agents via Reinforcement Learning Paper • 2605.06130 • Published May 7 • 116
LARY: A Latent Action Representation Yielding Benchmark for Generalizable Vision-to-Action Alignment Paper • 2604.11689 • Published Apr 13 • 21