Rafiq, A. Over- Automation: Are We Losing Skills Because of Artificial Intelligence: True Innovation Requires a Deep Understanding of the First Principles; When Automation Replaces Understanding, We aren’t Just Saving time—we’re Losing Our Ability to invent.". PakTech 2026, 1, 577-580.