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Instruction hierarchy

1 open-access journal article on instruction hierarchy, published in 2026 in Life of Research. Every record is free to read and download, with a permanent link and a ready-made citation.

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Ordering Is Not Resolution: What the Instruction Hierarchy Defines, What It Leaves Undefined, and the Same-Tier Conflicts Agent Benchmarks Do Not Separate

When a language-model agent receives instructions that conflict, the dominant remedy is a privilege ordering over sources: system above developer, developer above user, user above tool output. This paper argues that the ordering paradigm is well-defined for one class of conflict and undefined for…

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