That encapsulation is a description of the abstract pattern. Architects do the same thing with design patterns. Experienced architects look at an application and identify underlying abstract patterns ...

While contemporary AI achieves impressive feats, crafting human-like prose, recognizing complex patterns and mastering games, it obscures a fundamental limitation.