Automotive AI assurance 4 — connecting evidence, context and assurance arguments

Overview

The final article explains how assurance arguments connect validation evidence with risks, requirements, operating conditions and known limitations. It follows evidence from data analysis through operational inference, emphasizing traceability and reassessment as systems change and new observations emerge, and relates this approach to Keysight’s validation tooling.