DeepSearch-World: Self-Distillation for Deep Search Agents in a Verifiable Environment Paper • 2607.07820 • Published 16 days ago • 86
Environment-free Synthetic Data Generation for API-Calling Agents Paper • 2607.16900 • Published 6 days ago • 18
SWE-Pruner Pro: The Coder LLM Already Knows What to Prune Paper • 2607.18213 • Published 4 days ago • 72
SEED: Self-Evolving On-Policy Distillation for Agentic Reinforcement Learning Paper • 2607.14777 • Published 8 days ago • 97
VideoChat3: Fully Open Video MLLM for Efficient and Generalist Video Understanding Paper • 2607.14935 • Published 8 days ago • 166
Read It Back: Pretrained MLLMs Are Zero-Shot Reward Models for Text-to-Image Generation Paper • 2607.11886 • Published 11 days ago • 84
Function-Aware Fill-in-the-Middle as Mid-Training for Coding Agent Foundation Models Paper • 2607.12463 • Published 10 days ago • 107
Search Beyond What Can Be Taught: Evolving the Knowledge Boundary in Agentic Visual Generation Paper • 2607.05382 • Published 15 days ago • 86
Scalable Visual Pretraining for Language Intelligence Paper • 2607.09657 • Published 14 days ago • 56
Long-Horizon-Terminal-Bench: Testing the Limits of Agents on Long-Horizon Terminal Tasks with Dense Reward-Based Grading Paper • 2607.08964 • Published 15 days ago • 74
Linear Attention Architectures: Mechanisms, Trade-offs, and Cross-Layer Routing Paper • 2607.07953 • Published 16 days ago • 14
UniClawBench: A Universal Benchmark for Proactive Agents on Real-World Tasks Paper • 2607.08768 • Published 15 days ago • 34
Ideas Have Genomes: Benchmarking Scientific Lineage Reasoning and Lineage-Grounded Idea Generation Paper • 2607.08758 • Published 15 days ago • 40
Video-Oasis: Rethinking Evaluation of Video Understanding Paper • 2603.29616 • Published 22 days ago • 64