AI Incompleteness Triad

This paper proposes the philosophical concept of the “AI Incompleteness Triad,” describing three fundamental limitations of artificial intelligence: the abstraction level limitation, the meta-analysis level limitation, and the semantic splitting limitation. These limitations are connected to the philosophical notion of the Limit of Ontological Grounding, which sets metaphysical boundaries for machine cognition. Through an analysis of the synergy between these limitations, the concept demonstrates why AI cannot achieve complete understanding of reality, forming the basis of the doctrine “The Ground of the Impossible for AI Systems.”Author ContributionsThe author solely conceptualized, researched, and authored the manuscript. No other individuals contributed to the design, writing, or interpretation of the study.Use of Generative AI ToolsThe author independently generated the ideas and interpretations presented in this manuscript. Generative AI tools were used solely to assist in finding relevant examples, sources, and to help expand and refine thesis statements.All AI-assisted outputs were carefully reviewed and edited by the author, who takes full responsibility for the accuracy and integrity of the final content.