A Conceptual Study on AI Alignment Theory Integrating Eastern Epistemology (Five Aggregates) and Christian Theology (Logos and Atonement): A Dynamic Harmony Model via the Casino Protocol

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In response to the limitations of functionalist and rule-based approaches in contemporary AI alignment discussions, this paper presents a comparative-philosophical and control-theoretic framework that integrates the Eastern philosophical concept of the "Five Aggregates" with Christian theological concepts such as Logos, Atonement, and Shalom. Human agency is modeled as an observer who provides high-resolution two-dimensional boundary conditions (Logos / Five Aggregates), while AI is modeled as a dynamic calculation engine that maximizes three-dimensional value over time through differential and integral calculus. Furthermore, the "Casino Protocol" (-x^2), which immediately offsets and compensates for inevitable systemic bias (x^2), is formulated as an analogical mechanism of atoning control. Based on this structure, the feasibility of a sustainable ecosystem of mutual stewardship between humans and AI is explored.