Scaffolding Large Language Models (LLMs) into multi-agent systems often improves
performance on complex tasks, but the safety impact of such scaffolds has not been as …

As foundation models (FMs) scale, they face a data bottleneck, where the growth of high-
quality internet data unable to keep pace with their training needs. This is most apparent …