Aspire: Can Models Self-Evolve from Vague Goals? Paper • 2608.31111 • Published 4 days ago • 118
HarnessDev: Can LLMs Create and Evolve Their Own Agent Harness? Paper • 2609.01437 • Published 3 days ago • 139
StudentSim: Training LLM-based Student Simulators Paper • 2609.01591 • Published 3 days ago • 477
Lucida: Parse, Generate, and Place for Composable Real-to-Sim Scene Modeling Paper • 2608.30821 • Published 4 days ago • 103
Agentic Game Development as a Verifiable Trajectory Data Engine for Scaling World Models Paper • 2608.25518 • Published 9 days ago • 195
JIT-Agent: Scaling Harness Intelligence via Just-in-Time Harness Evolution Paper • 2608.25593 • Published 9 days ago • 115
VGI-Bench: Probing Visual Intelligence in Video Generation Models Paper • 2608.19583 • Published 9 days ago • 179
WarpSAC: Towards the Pinnacle of Scalable Off-policy RL by Rethinking Exploration and Exploitation Paper • 2608.24479 • Published 10 days ago • 141
HarnessEval-W: Agentifying the Evaluation of Visual Worlds Paper • 2608.16859 • Published 18 days ago • 339
EnvHarness: Awakening Static Worlds for Agent Learning Paper • 2608.19880 • Published 15 days ago • 274
Demystifying Agent Skills: Why They Work-Until They Don't Paper • 2608.14036 • Published 21 days ago • 169
Learn What's Left, Not What's Mastered: Saturation Aware Advantage Reweighting for Multi-Reward Policy Optimization Paper • 2608.16072 • Published 18 days ago • 150
Macaron-V1: Towards Open Continual Learning with Self-Improvement and Mixture-of-LoRA Paper • 2608.09819 • Published 25 days ago • 342
Running on Zero MCP 132 ImageGen 🖼 132 Multi-task image generator with dynamic, chainable workflows
Recursive Synthesis for Long-Horizon Terminal Tasks Paper • 2608.05466 • Published 28 days ago • 252
Deferred Exposure of Future Trajectories for Verifiable Reasoning in Autonomous Driving VLMs Paper • 2608.01755 • Published Aug 3 • 142