A Programming Paradigm for Spatiotemporal Composability Paper • 2608.25512 • Published 6 days ago • 13
StateM: Reaching 95.3% Raw Accuracy, or a \$15 Frontier Run, on Terminal-Bench 2.1 via Harness Scaling Paper • 2608.15089 • Published 17 days ago • 445
BDH-CQ: In-Context Learning with Recurrent Latent Reasoning Paper • 2608.09888 • Published 22 days ago • 765
Molt: A Scalable PyTorch-Native Training Framework for Agentic Reinforcement Learning Paper • 2607.21653 • Published Jul 22 • 32
Harness Handbook: Making Evolving Agent Harnesses Readable,Navigable, and Editable Paper • 2607.13285 • Published Jul 14 • 235
DSpark: Confidence-Scheduled Speculative Decoding with Semi-Autoregressive Generation Paper • 2607.05147 • Published Jul 6 • 48
PlanBench-XL: Evaluating Long-Horizon Planning of LLM Tool-Use Agents in Large-Scale Tool Ecosystems Paper • 2606.22388 • Published Jun 21 • 96
Qwen-AgentWorld: Language World Models for General Agents Paper • 2606.24597 • Published Jun 23 • 159
FastContext: Training Efficient Repository Explorer for Coding Agents Paper • 2606.14066 • Published Jun 12 • 96
JoyAI-VL-Interaction: Real-Time Vision-Language Interaction Intelligence Paper • 2606.14777 • Published Jun 10 • 217
Improving Translation Faithfulness of Large Language Models via Augmenting Instructions Paper • 2308.12674 • Published Aug 24, 2023 • 1
Comments as Natural Logic Pivots: Improve Code Generation via Comment Perspective Paper • 2404.07549 • Published Apr 11, 2024
SED-SFT: Selectively Encouraging Diversity in Supervised Fine-Tuning Paper • 2602.07464 • Published Feb 7
LightThinker++: From Reasoning Compression to Memory Management Paper • 2604.03679 • Published Apr 4 • 38