GenOS proves that equivalence-compatible Markov kernels in AI code generation pipelines compose, so equivalent prompts yield equal probabilities for observer-relative events like verified commit.
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GenOS: Compositional Certificates for Semantic Robustness in AI Code Generation
GenOS proves that equivalence-compatible Markov kernels in AI code generation pipelines compose, so equivalent prompts yield equal probabilities for observer-relative events like verified commit.