IH-Challenge: A Training Dataset to Improve Instruction Hierarchy on Frontier LLMs

arXiv:2603.10521v1 Announce Type: new Abstract: Instruction hierarchy IH defines how LLMs prioritize system, developer, user, and tool instructions under conflict, providing a concrete, trustordered policy for resolving instruction conflicts.