Look Back to Reason Forward: Revisitable Memory for Long-Context LLM Agents Paper • 2509.23040 • Published Sep 27, 2025 • 12
MemOCR: Layout-Aware Visual Memory for Efficient Long-Horizon Reasoning Paper • 2601.21468 • Published 7 days ago • 18
CoBA-RL: Capability-Oriented Budget Allocation for Reinforcement Learning in LLMs Paper • 2602.03048 • Published 3 days ago • 33
V_0: A Generalist Value Model for Any Policy at State Zero Paper • 2602.03584 • Published 2 days ago • 20
meituan-longcat/LongCat-Flash-Thinking-2601 Text Generation • 562B • Updated 13 days ago • 5.74k • 98
VitaBench: Benchmarking LLM Agents with Versatile Interactive Tasks in Real-world Applications Paper • 2509.26490 • Published Sep 30, 2025 • 20
The Illusion of Diminishing Returns: Measuring Long Horizon Execution in LLMs Paper • 2509.09677 • Published Sep 11, 2025 • 35
ScaleCUA: Scaling Open-Source Computer Use Agents with Cross-Platform Data Paper • 2509.15221 • Published Sep 18, 2025 • 111