Why AI Will Never Be Conscious

This paper examines whether artificial intelligence can become conscious by addressing the problem from an ontological rather than merely computational perspective. It develops a hierarchical account of organization comprising four levels: Elemental Psyche (non-living material organization), Vital Psyche (living self-maintaining organization), Intermediate Psyche (sentient experience), and Superior Psyche (metacognitive awareness). These levels are not treated as degrees of computational complexity, nor do they require abrupt empirical boundaries. The central argument is that increasingly sophisticated computation can instantiate genuine functional capacities associated with cognition, representation, adaptation, and self-monitoring without thereby establishing subjective experience. The paper therefore distinguishes functional organization from phenomenal actuality and argues that computational or functional equivalence does not by itself establish consciousness. It also identifies a reciprocal epistemological inversion: the humanization of the machine, in which reproduced cognitive functions are taken as sufficient evidence of consciousness, and the mechanization of the human subject, in which technologically reproducible functions are treated as exhausting human cognition. The argument rejects both substrate chauvinism and the assumption that artificial origin is itself ontologically disqualifying. A deliberately produced system that genuinely instantiated living organization and sentient experience would count, within this framework, as a conscious living entity of artificial genesis rather than as a merely computational artefact. The paper concludes that artificial intelligence, insofar as it remains computational-artifactual organization, does not become conscious merely through increases in complexity, integration, recursion, or functional sophistication.(Version 2. Substantially revised and expanded from the manuscript first circulated in May 2025.)