Balancing AI Safety and Scale

AI is being introduced across transportation, manufacturing, health care, military planning, and enterprise systems, while related data centers and compute infrastructure raise local and environmental concerns. Build a framework for deciding where AI should be deployed first, where human oversight should remain mandatory, and how to govern the supporting infrastructure. What principles should guide decisions about safety, accountability, data protection, energy use, and labor replacement in high-stakes settings?