SafeRedirect: Defeating Internal Safety Collapse via Task-Completion Redirection in Frontier LLMs

Chao Pan, Yu Wu, Xin Yao

Internal Safety Collapse (ISC) is a failure mode in which frontier LLMs, when executing legitimate professional tasks whose correct completion structurally requires harmful content…