The Trinity:Capability-Driven Recursive Self-Improvement for Multimodal Agents Paper • 2610.36077 • Published 4 days ago • 386
Native Action-Prior Learning from Videos for World Action Models Paper • 2610.03391 • Published 28 days ago • 88
Confidence Comes from Experience: Experiential Confidence Estimation from Reasoning to Agents Paper • 2609.17708 • Published Sep 15 • 72
Continual Learning Mechanisms Compose for Long-Horizon Memorization Paper • 2609.06986 • Published Sep 7 • 290
NeoHorse-1: Towards Recursive Self-Improvement via Agentic Post-Training with Routing Harness Paper • 2609.08183 • Published Sep 8 • 267
Let Confidence Change, Not the Prediction: Prediction-Preserving Repair for Post-hoc Calibration Paper • 2609.01072 • Published Sep 2 • 13
LLaDA-Image: Building Strong Image Generators with Fully Open Training Recipes Paper • 2609.03796 • Published Sep 3 • 97
SemComp-Bench: Benchmarking Semantic Task Completion in Video Generation Paper • 2608.17426 • Published Aug 18 • 129
Co-RL: Unsupervised Reasoning Emerges from Diverse Cohort in Multi-agent RL Paper • 2608.17253 • Published Aug 19 • 95
Training Chemical Plausibility-Aware Large Language Models for Single-Step Retrosynthesis Paper • 2608.18940 • Published Aug 19 • 33