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Analysis techniques for identifying triggering conditions and functional deficiencies

What happens when a self-driving car operates exactly as designed, but still creates a major hazard on the road? In this video, we dive into the paradox of the "Flawless Failure" and explore how the SOTIF standard (ISO 21448) is shifting the engineering mindset from "Did we build the system right?" to "Did we build the right system?" We break down how engineers hunt for hidden weak spots by analyzing Functional Insufficiencies (FI) and Triggering Conditions (TC) across the Sense-Plan-Act model. Plus, we tackle the AI "black box" problem and explore cutting-edge safety techniques like Out-of-Distribution (OOD) detection, formal verification, and uncertainty estimation. #SOTIF #ISO21448 #AutonomousDriving #FunctionalSafety #ISO26262 #AI #MachineLearning #AutoSysEng #SystemsEngineering #SystemArchitecture