Societies often collapse not from external wars or economic debt, but from an "overproduction of elites" who, like the failed *Ke Ju* candidates in Imperial China, vie for finite power and destabilize the social order. This counterintuitive insight from Peter Turchin's Clio Dynamics underpins a bold vision: using artificial intelligence to develop "psychohistory," a mathematical model capable of predicting human societal patterns and potentially steering humanity away from predicted disasters like a catastrophic US-Iran war or global climate collapse. The central question remains whether such a system can truly account for unpredictable human agency and "great men" who defy statistical models, or if it will become just another tool for control.