Yue Dong

It is suggested that safety does not automatically scale with reasoning capability, especially under long-context inference, as context length increases and safety alignment consistently degrades.

OctWorld achieves unprecedented long-range video generation with spatial consistency, outperforming traditional methods by leveraging an innovative 3D memory architecture.

Pruning redundant reasoning in teacher traces can boost recommendation model performance while streamlining output length.