Filesystem-Based Memory for LLM Agents: Organization, Evolution, and Sustainability Paper • 2607.26637 • Published 6 days ago • 9
Dr-DCI: Scaling Direct Corpus Interaction via Dynamic Workspace Expansion Paper • 2606.14885 • Published Jun 12 • 12
Dr-DCI: Scaling Direct Corpus Interaction via Dynamic Workspace Expansion Paper • 2606.14885 • Published Jun 12 • 12
Dr-DCI: Scaling Direct Corpus Interaction via Dynamic Workspace Expansion Paper • 2606.14885 • Published Jun 12 • 12
Dr-DCI: Scaling Direct Corpus Interaction via Dynamic Workspace Expansion Paper • 2606.14885 • Published Jun 12 • 12
Masking Stale Observations Helps Search Agents -- Until It Doesn't: A Regime Map and Its Mechanism Paper • 2606.00408 • Published May 29 • 65
ImagenWorld: Stress-Testing Image Generation Models with Explainable Human Evaluation on Open-ended Real-World Tasks Paper • 2603.27862 • Published Mar 29 • 33
Beyond Semantic Similarity: Rethinking Retrieval for Agentic Search via Direct Corpus Interaction Paper • 2605.05242 • Published May 3 • 127
Beyond Semantic Similarity: Rethinking Retrieval for Agentic Search via Direct Corpus Interaction Paper • 2605.05242 • Published May 3 • 127
Beyond Semantic Similarity: Rethinking Retrieval for Agentic Search via Direct Corpus Interaction Paper • 2605.05242 • Published May 3 • 127
Beyond Semantic Similarity: Rethinking Retrieval for Agentic Search via Direct Corpus Interaction Paper • 2605.05242 • Published May 3 • 127
OpenResearcher: A Fully Open Pipeline for Long-Horizon Deep Research Trajectory Synthesis Paper • 2603.20278 • Published Mar 17 • 102
RSVP: Reasoning Segmentation via Visual Prompting and Multi-modal Chain-of-Thought Paper • 2506.04277 • Published Jun 4, 2025
VEU-Bench: Towards Comprehensive Understanding of Video Editing Paper • 2504.17828 • Published Apr 24, 2025
SWE-QA-Pro: A Representative Benchmark and Scalable Training Recipe for Repository-Level Code Understanding Paper • 2603.16124 • Published Mar 17 • 3
OpenResearcher: A Fully Open Pipeline for Long-Horizon Deep Research Trajectory Synthesis Paper • 2603.20278 • Published Mar 17 • 102
OpenResearcher: A Fully Open Pipeline for Long-Horizon Deep Research Trajectory Synthesis Paper • 2603.20278 • Published Mar 17 • 102
In-the-Flow Agentic System Optimization for Effective Planning and Tool Use Paper • 2510.05592 • Published Oct 7, 2025 • 113
In-the-Flow Agentic System Optimization for Effective Planning and Tool Use Paper • 2510.05592 • Published Oct 7, 2025 • 113