In the past decade, artificial intelligence has progressed from niche research tools into central components of global industries. From transportation networks to medical diagnostics to financial markets, AI is now woven deeply into the digital infrastructure that powers modern life. Yet despite this expansion, AI still operates with fundamental limitations. It cannot manage its own...