RobotWorld: Benchmarking Multimodal Agents for Robot Use Across Diverse Tasks and Embodiments Paper • 2610.10409 • Published 2 days ago • 29
SoL-Pi: Recursively Scaling Auto-Research Loops for Efficient Agent Harness Paper • 2609.20519 • Published 22 days ago • 139
Scaling Large Reasoning Models beyond Human Supervision: A Path toward Superintelligence Paper • 2608.31075 • Published Aug 31 • 30
Sol-Attn: Accelerating Video Generation Inference via On-the-Fly Attention Sparsification Paper • 2607.24027 • Published Jul 27 • 40
JarvisHub: An Open Harness for Canvas-Native Multimodal Creative Agents Paper • 2607.23588 • Published Jul 26 • 129
DeepSearch-World: Self-Distillation for Deep Search Agents in a Verifiable Environment Paper • 2607.07820 • Published Jul 8 • 95
GEAR: Guided End-to-End AutoRegression for Image Synthesis Paper • 2606.32039 • Published Jun 30 • 34
Data Journalist Agent: Transforming Data into Verifiable Multimodal Stories Paper • 2606.11176 • Published Jun 9 • 134
Flow-DPPO: Divergence Proximal Policy Optimization for Flow Matching Models Paper • 2606.11025 • Published Jun 9 • 42
OSP-Next: Efficient High-Quality Video Generation with Sparse Sequence Parallelism, HiF8 Quantization, and Reinforcement Learning Paper • 2605.28691 • Published May 27 • 22
OpenSearch-VL: An Open Recipe for Frontier Multimodal Search Agents Paper • 2605.05185 • Published May 6 • 58
Claw-Eval-Live: A Live Agent Benchmark for Evolving Real-World Workflows Paper • 2604.28139 • Published Apr 30 • 42
OccuBench: Evaluating AI Agents on Real-World Professional Tasks via Language World Models Paper • 2604.10866 • Published Apr 13 • 69
Unify-Agent: A Unified Multimodal Agent for World-Grounded Image Synthesis Paper • 2603.29620 • Published Mar 31 • 45
Gen-Searcher: Reinforcing Agentic Search for Image Generation Paper • 2603.28767 • Published Mar 30 • 55
Manifold-Aware Exploration for Reinforcement Learning in Video Generation Paper • 2603.21872 • Published Mar 23 • 34
Infinite-World: Scaling Interactive World Models to 1000-Frame Horizons via Pose-Free Hierarchical Memory Paper • 2602.02393 • Published Feb 2 • 19