DeepSeek-V4.1-Flash: Pushing the Limits of KV Cache Compression Paper • 2609.19969 • Published 2 days ago • 57
SoL-Pi: Recursively Scaling Auto-Research Loops for Efficient Agent Harness Paper • 2609.20519 • Published 2 days ago • 47
An Empirical Study of Harness Design for Coding Agents Paper • 2609.20804 • Published 2 days ago • 37
EgoSuite-Open100K Collection The largest fully-annotated open egocentric human dataset. 100,000 hours across 15,000+ tasks and scenes. • 3 items • Updated about 1 month ago • 57
VBVR-Pro: A Scalable and Verifiable Suite for Native Visual Reasoning Paper • 2608.26105 • Published 24 days ago • 188
OmniVAE: An Audio-Video VAE with Cross-Modal Alignment for Joint Generation Paper • 2607.23855 • Published Jul 26 • 28
ToolArtist: Tool-Using Unified Multimodal Models for Agentic Image Generation Paper • 2608.04436 • Published Aug 5 • 61
Harness Updating Is Not Harness Benefit: Disentangling Evolution Capabilities in Self-Evolving LLM Agents Paper • 2605.30621 • Published May 28 • 22
Scaling Mixture-of-Experts Video Pretraining for Embodied Intelligence Paper • 2607.07675 • Published Jul 8 • 64
TurnOPD: Making On-Policy Distillation Turn-Aware for Efficient Long-Horizon Agent Training Paper • 2607.05804 • Published Jul 7 • 21
SkillOpt-Lite: Better and Faster Agent Self-evolution via One Line of Vibe Paper • 2607.03451 • Published Jul 3 • 36
RynnWorld-Teleop: An Action-Conditioned World Model for Digital Teleoperation Paper • 2607.06558 • Published Jul 7 • 27
Hide-and-Seek in Trajectories: Discovering Failure Signals for VLA Runtime Monitoring Paper • 2605.30834 • Published May 29 • 9
Neglected Free Lunch from Post-training: Progress Advantage for LLM Agents Paper • 2606.26080 • Published Jun 24 • 13
Qwen-Image-Agent: Bridging the Context Gap in Real-World Image Generation Paper • 2606.26907 • Published Jun 25 • 55