DEI: Diversity in Evolutionary Inference for Quality-Diversity Search Paper • 2605.27130 • Published May 26 • 15
EurekAgent: Agent Environment Engineering is All You Need For Autonomous Scientific Discovery Paper • 2606.13662 • Published Jun 11 • 31
Toward Generalist Autonomous Research via Hypothesis-Tree Refinement Paper • 2606.11926 • Published Jun 10 • 130
ResearchClawBench: A Benchmark for End-to-End Autonomous Scientific Research Paper • 2606.07591 • Published May 28 • 102
WeaveBench: A Long-Horizon, Real-World Benchmark for Computer-Use Agents with Hybrid Interfaces Paper • 2606.09426 • Published Jun 8 • 107
InterleaveThinker: Reinforcing Agentic Interleaved Generation Paper • 2606.13679 • Published Jun 11 • 84
VideoSearch-R1: Iterative Video Retrieval and Reasoning via Soft Query Refinement Paper • 2607.00446 • Published 26 days ago • 24
When Search Agents Should Ask: DiscoBench for Clarification-Aware Deep Search Paper • 2606.27669 • Published Jun 26 • 16
PixelEyes: Decoupling Perception and Reasoning for Pinpoint Visual Evidence Seeking Paper • 2607.00115 • Published 27 days ago • 13
AREX: Towards a Recursively Self-Improving Agent for Deep Research Paper • 2607.21461 • Published 4 days ago • 141
DeepSearch-World: Self-Distillation for Deep Search Agents in a Verifiable Environment Paper • 2607.07820 • Published 19 days ago • 89
SearchSwarm: Towards Delegation Intelligence in Agentic LLMs for Long-Horizon Deep Research Paper • 2606.09730 • Published Jun 8 • 56
S1-Omni: A Unified Multimodal Reasoning Model for Scientific Understanding, Prediction, and Generation Paper • 2607.15686 • Published 10 days ago • 16
SearchOS-V1: Towards Robust Open-Domain Information-Seeking Agent Collaboration Paper • 2607.15257 • Published 11 days ago • 70
Search Beyond What Can Be Taught: Evolving the Knowledge Boundary in Agentic Visual Generation Paper • 2607.05382 • Published 18 days ago • 87
Seed2.0 Model Card: Towards Intelligence Frontier for Real-World Complexity Paper • 2607.00248 • Published 27 days ago • 32
TUA-Bench: A Benchmark for General-Purpose Terminal-Use Agents Paper • 2606.28480 • Published Jun 26 • 48