ISO 21448 SOTIF Simulation Frameworks: Beyond ISO 26262

Architecting cloud-native test suites to validate complex machine learning models where classical fault tree analysis (FTA) fails.

Bayesian Residual Risk Quantification

Statistical sampling bounds residual unobserved risk to less than 10^-9 catastrophic failures per operational hour.

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