Model construction in general intelligence

摘要: In this conceptual paper we propose a shift of perspective for parts AI --- from search to model construction. We claim that humans construct problem situation consisting only few, hierarchically structured elements. A allows selectively explore possible continuations and solutions, the flexible instantiation adaptation concepts. underpin our claims by results two protocol studies on problem-solving imagery inductive learning an algorithmic structure. suggest fresh look into small-scale construction processes execute would further ideas in categorization, analogy, concept formation, blending, related fields AI.