StateM: Reaching 95.3% Raw Accuracy, or a \$15 Frontier Run, on Terminal-Bench 2.1 via Harness Scaling Paper • 2608.15089 • Published 11 days ago • 438
FreeToken: Efficient Edge-Native MoE Serving with Bandwidth-Adaptive Execution Paper • 2608.16157 • Published 9 days ago • 93
UniClawBench: A Universal Benchmark for Proactive Agents on Real-World Tasks Paper • 2607.08768 • Published Jul 9 • 34
LiveEdit: Towards Real-Time Diffusion-Based Streaming Video Editing Paper • 2606.26740 • Published Jun 25 • 82
EfficientRollout: System-Aware Self-Speculative Decoding for RL Rollouts Paper • 2606.18967 • Published Jun 17 • 24
minWM: A Full-Stack Open-Source Framework for Real-Time Interactive Video World Models Paper • 2605.30263 • Published May 28 • 60
LongLive-2.0: An NVFP4 Parallel Infrastructure for Long Video Generation Paper • 2605.18739 • Published May 18 • 116
Causal Forcing++: Scalable Few-Step Autoregressive Diffusion Distillation for Real-Time Interactive Video Generation Paper • 2605.15141 • Published May 14 • 96
AnyFlow: Any-Step Video Diffusion Model with On-Policy Flow Map Distillation Paper • 2605.13724 • Published May 13 • 105
Learning, Fast and Slow: Towards LLMs That Adapt Continually Paper • 2605.12484 • Published May 12 • 18
Astrolabe: Steering Forward-Process Reinforcement Learning for Distilled Autoregressive Video Models Paper • 2603.17051 • Published Mar 17 • 109
Combee: Scaling Prompt Learning for Self-Improving Language Model Agents Paper • 2604.04247 • Published Apr 5 • 32
SVG-EAR: Parameter-Free Linear Compensation for Sparse Video Generation via Error-aware Routing Paper • 2603.08982 • Published Mar 9 • 16