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LLM-Assisted Differential Testing for Missed Compiler Optimizations

A lightweight testing approach that uses a large language model to generate and mutate random source programs, then applies differential-testing heuristics across compilers and optimization levels to detect cases where a compiler emits larger-than-necessary code, revealing missed code-size optimizations without a language-specific program generator.