The Ratchet Effect in Silico through Interaction-Driven Cumulative Intelligence in Large Language Models
arXiv:2507.21166v2 Announce Type: replace
Abstract: Human intelligence scales through cumulative cultural evolution (CCE), a ratchet process in which innovations are retained against entropic drift. Large language model training, by contrast, still de…