Series context. This article is Part 6 of Beyond Automation: Why Human Judgment Remains Critical in AI Systems. The series examines how the weakening or removal of human oversight in high-stakes domains creates systemic, often invisible failure modes. This installment shifts from enterprise systems to societal infrastructure, where autonomous AI decisions can affect public safety, civil liberties, and economic stability at scale. [1]
Infrastructure AI Is Not Just Operational. It Is Societal.
Artificial intelligence is increasingly embedded in systems that regulate power distribution, manage hospital triage, optimize transportation flows, and support public safety analytics.
Unlike enterprise automation, infrastructure AI operates at population scale. Errors do not remain localized. They propagate.





















































































