Automotive AI assurance 2 — sensor ageing and the relevance of validation evidence

Overview

The second article explains how sensor ageing, changing environments and data distributions, software updates and operating histories can affect a previously validated system. It connects evidence to data, models, vehicle configuration and ODD assumptions so teams can identify affected conclusions and decide when further analysis or revalidation is warranted.