What Makes Good Agentic Data? An ACE Lens on Data Generation for LLM Agents Paper • 2608.27260 • Published 25 days ago • 74
Code as Worlds: Agentic Discovery of Executable World Representations for Physical Reasoning Paper • 2608.27549 • Published 25 days ago • 49
Game2World Engine: Unlocking In-the-Wild Gameplay Videos for World Model Training Paper • 2608.24680 • Published 27 days ago • 11
Zetta ζ: An Efficient Closed-Loop Embodied Harness for Self-Evolving Physical Intelligence Paper • 2608.16590 • Published Aug 17 • 151
TRACE-Bench: Decomposing and Diagnosing Multi-Reference Image Generation Paper • 2608.16765 • Published Aug 17 • 14
MegaParts: Scaling Part-Aware 3D Object Generation to 300 Parts via Token-Efficient Autoregressive Modeling Paper • 2608.14783 • Published Aug 14 • 20
DarwinX: Evolving Agent Harnesses Through Natural Selection Paper • 2608.07545 • Published Jul 31 • 116
VibeWorlding: Can Multimodal Agents Construct 3D Open Worlds End-to-End? Paper • 2608.15265 • Published Aug 15 • 60
AutoDesign: Meta-Harness Optimization for Long-Horizon Agentic Design Paper • 2608.13560 • Published Aug 13 • 64
How Can Rhetoric Reward-Hack AI Reviewers? Dissecting Rhetorical Sensitivity in AI-Based Peer Review Paper • 2608.08975 • Published Aug 10 • 48
K12-KGraph: A Curriculum-Aligned Knowledge Graph for Benchmarking and Training Educational LLMs Paper • 2605.09635 • Published Jul 23 • 63
AlayaWorld: Long-Horizon and Playable Video World Generation Paper • 2607.06291 • Published Jul 7 • 88
WorldDirector: Building Controllable World Simulators with Persistent Dynamic Memory Paper • 2607.02517 • Published Jul 2 • 31
SimFoundry: Modular and Automated Scene Generation for Policy Learning and Evaluation Paper • 2606.28276 • Published Jun 26 • 18