AINeutralarXiv – CS AI · 6h ago6/10
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Library-Aware Doubles and Iterative Repair for Large Language Model-Generated Unit Tests in OpenSIL Firmware
Researchers developed an LLM-guided automated workflow that generates compilable unit tests for AMD's OpenSIL firmware library, achieving 96% compilation success and up to 98.8% line coverage by combining test scaffolding, library-aware mocking, and iterative repair loops driven by build logs.