JEPA-Anything: Learning Predictive Models across Different Worlds Paper • 2609.20800 • Published 1 day ago • 22
ScienceIDE: Turning World's Scientific Codebase into Agent Learnable Environments Paper • 2609.19134 • Published 3 days ago • 72
ScienceBuddy: Recursive-in-Recursive Self-Improvement for Interactive Scientific Agents Paper • 2609.17523 • Published 4 days ago • 21
Discovery Foundation Models: Toward Open-Ended Discovery Intelligence Paper • 2609.15973 • Published 5 days ago • 30
Recursive Experiential-Working Memory Evolution for Long-Horizon Agent Harnesses Paper • 2608.24876 • Published 25 days ago • 30
Toward Skill-Native LLMs: Skill Entropy for Benchmarking and Training Long-Horizon Reasoning Paper • 2608.05139 • Published Aug 5 • 28
PAST-Bench: Benchmarking the Foundations of Recursive Self-Improvement in Personal Agents Paper • 2608.04003 • Published Aug 4 • 36
TIDE: Proactive Multi-Problem Discovery via Template-Guided Iteration Paper • 2606.04743 • Published Jun 3 • 47
RLAnything: Forge Environment, Policy, and Reward Model in Completely Dynamic RL System Paper • 2602.02488 • Published Feb 2 • 36
OmniAgent: Audio-Guided Active Perception Agent for Omnimodal Audio-Video Understanding Paper • 2512.23646 • Published Dec 29, 2025 • 15
Nested Browser-Use Learning for Agentic Information Seeking Paper • 2512.23647 • Published Dec 29, 2025 • 19
Video-BrowseComp: Benchmarking Agentic Video Research on Open Web Paper • 2512.23044 • Published Dec 28, 2025 • 10
Yume-1.5: A Text-Controlled Interactive World Generation Model Paper • 2512.22096 • Published Dec 26, 2025 • 61
LiveTalk: Real-Time Multimodal Interactive Video Diffusion via Improved On-Policy Distillation Paper • 2512.23576 • Published Dec 29, 2025 • 66
Diffusion Knows Transparency: Repurposing Video Diffusion for Transparent Object Depth and Normal Estimation Paper • 2512.23705 • Published Dec 29, 2025 • 45
Coupling Experts and Routers in Mixture-of-Experts via an Auxiliary Loss Paper • 2512.23447 • Published Dec 29, 2025 • 100