Compilation success and static developer tests are unreliable proxies for semantic correctness of LLM-translated HPC code; metamorphic fuzzing plus differential testing is required to expose input-dependent errors.
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Kaizen: Metamorphic Fuzzing and Differential Testing for LLM-Translated HPC Applications
Compilation success and static developer tests are unreliable proxies for semantic correctness of LLM-translated HPC code; metamorphic fuzzing plus differential testing is required to expose input-dependent errors.