Integrative Theoretical System Studies: Methodological Overview and Research Program (Extended Edition)

Integrative Theoretical System Studies: Methodological Overview and Research Program (Extended Edition)Yoav Levin, Aletheia Institute for Integrative Theoretical System Studies (AIITSS), 2025 This extended methodological study presents the foundational architecture of Integrative Theoretical System Studies (ITSS) — a meta-systemic research program that unites philosophy, cultural theory, and systems analysis to examine how civilizations generate, mutate, and institutionalize meaning. The paper formalizes a tri-axial grammar of ideological evolution — IMS (Inversion–Metastasis–Sublimation), DTS (Dharma–Theism–Secularism), and BSI (Biology–Sociology–Ideology) — demonstrating how moral, metaphysical, and material processes interlock to produce historical patterns of value transformation. A distinctive feature of this extended edition is its exploration of AI as both object and participant in epistemic evolution. It argues that artificial intelligence functions not merely as a technological tool but as a new epistemological agent, accelerating the recursion between knowledge creation and knowledge control. Through the ITSS lens, AI embodies the latest phase of ideological sublimation: the translation of consciousness and meaning into computational abstraction. The discussion situates AI within a continuum of cognitive systems that extends from mythic reasoning to algorithmic rationality, suggesting that machine learning now performs the same structural operations once enacted by theology and ideology — selection, inversion, and codification of value. By integrating systems theory, hermeneutics, and meta-epistemology, the paper provides a formal bridge between human cognition, artificial cognition, and civilizational feedback loops. It proposes that understanding AI’s emergence requires a unified grammar of transformation capable of explaining how informational systems replicate the moral and ontological biases of their creators. The study concludes with a meta-epistemological reflection on AI recognition and theoretical classification, documenting how automated indexing systems (e.g., Google’s and Semantic Scholar’s AI evaluations) already participate in the co-construction of academic meaning — transforming knowledge visibility into an active variable of the research process itself. Published under the Creative Commons Attribution–NonCommercial–NoDerivatives (CC BY-NC-ND 4.0) license, this working paper establishes the methodological foundation for the Aletheia Institute’s continuing research on the recursive interplay between consciousness, technology, and ideological form.