The idea of “free intelligence” challenges a core belief of modern society: that scarce expertise justifies higher pay, authority, and prestige. When AI can deliver medical-level insight to a rural clinic or personalized tutoring to a struggling student, knowledge stops being a privilege reserved for the few. That shift could be profoundly liberating—narrowing gaps in education, healthcare, and opportunity that once seemed permanent. But it also threatens those whose identity and livelihood rest on being the rare expert in the room.
