HarnessPro: Recursive Harness Self-Improvement with Pareto Optimization for Performance-Cost Trade-offs Paper • 2610.26770 • Published 3 days ago • 28
Execution Before Memory: Diagnosing Memory Failures in Video World Models Paper • 2610.23542 • Published 6 days ago • 33
Can World and Action Modeling Benefit Each Other under Unified Causal Training? Paper • 2610.21095 • Published 7 days ago • 47
Learning Multimodal Embeddings with Evidence-Aligned Readout Paper • 2609.33659 • Published 25 days ago • 12
Feyospace-v1: How the Cyber Mercury Seven Trained Frontier Cyber Models Paper • 2609.08418 • Published Sep 8 • 120
SenseNova-U1.5: Towards Native Unified Visual Intelligence Paper • 2609.11929 • Published Sep 10 • 226
What Makes Good Agentic Data? An ACE Lens on Data Generation for LLM Agents Paper • 2608.27260 • Published Aug 27 • 75
Block3D: Efficient Text-to-3D Generation via Block-Wise Diffusion Paper • 2608.19567 • Published Aug 20 • 34
EviRank: Structured Relevance Evidence for Multimodal Image Re-ranking Paper • 2608.20886 • Published Aug 21 • 11
ForgeWM: Progressive Causal Training for Few-Step Action-Conditioned Video World Models Paper • 2608.14022 • Published Aug 14 • 24
PACE-Bench: Benchmarking Physics Adaptation via Code Evolution in Dynamic Environments Paper • 2608.14441 • Published Aug 14 • 29
Co-Evolution in Agentic Systems: Toward Self-Directed Evolution Beyond Human Design Paper • 2608.10299 • Published Aug 10 • 140
EnvACE: Internalizing Environment Dynamics via World Rehearsal for Agentic Reinforcement Learning Paper • 2608.06197 • Published Aug 6 • 48
Progressive Agent Skill Generation via Reinforcement Learning Paper • 2608.01678 • Published Aug 3 • 60
LEDGERMIND: Provenance-Constrained Multimodal Agentic Reasoning with a Structured Evidence Ledger Paper • 2607.28374 • Published Jul 30 • 15
EvolvingWorld: An Open-Schema Framework for Co-Evolving Role-Play Agents and World Model in Interactive Literary World Paper • 2607.17250 • Published Jul 19 • 93