The Trinity:Capability-Driven Recursive Self-Improvement for Multimodal Agents Paper • 2610.36077 • Published 16 days ago • 160
EnvLunch: The Environment as a Free Lunch for Learning to Interact Paper • 2610.33817 • Published 18 days ago • 4
GraphDecisionBench: Benchmarking System One Models on Graph Tasks Paper • 2610.06354 • Published Oct 9 • 9
RiskChainBench: A Benchmark for Obfuscated Platform Message Restoration and Evidence-Grounded Web Investigation Paper • 2609.16900 • Published Sep 15 • 20
WorldReward: Reward Modeling for Camera-Conditioned World Models Paper • 2609.03952 • Published Sep 3 • 16
Knowing When Not to Reuse: Conditional Experience Transfer in Autonomous LLM Post-Training Paper • 2608.26730 • Published Aug 27 • 26
Why Gated DeltaNet Survives 4-Bit Quantization: NVFP4 W4A4 for the Recurrent Half of a Hybrid 27B LLM Paper • 2609.04098 • Published Sep 3 • 24
SemComp-Bench: Benchmarking Semantic Task Completion in Video Generation Paper • 2608.17426 • Published Aug 18 • 48
Can We Defend Against AI-Generated Video Attacks on Real-World Crisis Events? A Systematic Evaluation of Detectors, Generators and Social Dissemination Paper • 2608.14391 • Published Aug 14 • 117
Spatial Memory Agent: Experience-Grounded Procedure Memory for Spatial Intelligence Paper • 2608.12743 • Published Aug 13 • 37
OpenART: Scaling Agent Red Teaming via Open-Ended Environment Evolution Paper • 2608.00677 • Published Aug 1 • 26
Articulated Object Reconstruction from Rest-State Observation Paper • 2607.27749 • Published Jul 30 • 47
KVAE: Family of Tokenizers for Multimodal Generative Models Paper • 2608.05798 • Published Aug 6 • 24
SwanTale: Unified Multi-Speaker Speech and Audio Generation for Instruct and Zero-Shot Tasks Paper • 2608.02023 • Published Aug 3 • 67