As AI becomes embedded across AV system design, deployment, and support, human judgment remains critical to ensuring accuracy, accountability, and trust. This session focuses on the key human checkpoints required when working with AI‑generated results, from validating designs and data outputs to reviewing recommendations before implementation. Explore practical validation frameworks and real‑world examples that show where and how people must stay in the loop, helping AV teams confidently deploy AI‑enabled solutions while mitigating risk and maintaining control.