Mara Chain: Rethinking Failure as a Stepping Stone for AI System Auto-Evolution Paper • 2609.35855 • Published 17 days ago • 9
LLM-as-Jev: LLMs Are Already Jev-Style Decision Models -- When and How to Fine-Tune Them Paper • 2610.02076 • Published 8 days ago • 14
Continual Learning Mechanisms Compose for Long-Horizon Memorization Paper • 2609.06986 • Published Sep 7 • 376
Mask Forcing: Improving Autoregressive Video Diffusion Distillation via Dual-Noise Masking Rollout Paper • 2609.09123 • Published Sep 8 • 55
PolicyGuide: From Guarding One Action to Guiding the Whole Workflow for Policy-Compliant LLM Agents Paper • 2608.19861 • Published Aug 20 • 10