This article analyzes AI’s eval-performance gap, training paradigms, human analogies, and scaling eras, arguing that fixing generalization enables safe superintelligence via economic diffusion and robust value functions. (148 characters)
AI companions may erode human bonds by offering predictable logic over emotional depth, raising concerns about societal isolation and the erosion of empathy in a world increasingly reliant on algorithmic relationships.