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cs.SE2026
Specification-Based Testing of Large Language Models
Kausar Moshood, Jace Bolante, Roshan Aditya Murali +1
Model cards, system cards, and safety reports increasingly document LLM safety behaviors, yet safety evaluations typically start from predefined benchmarks rather than asking which…
cs.SE2026
Kaizen: Metamorphic Fuzzing and Differential Testing for LLM-Translated HPC Applications
Oscar Ludwig, Ninad Anklesaria, Zheming Jin +7
Large language models (LLMs) are increasingly used to port scientific codes across heterogeneous high-performance computing (HPC) programming models, such as translating CUDA to Op…