CLAIJul 10, 2025

Alpay Algebra V: Multi-Layered Semantic Games and Transfinite Fixed-Point Simulation

arXiv:2507.07868v15 citationsh-index: 2
Originality Incremental advance
AI Analysis

It addresses the alignment process between AI systems and documents through a novel game-theoretic structure, though it appears incremental as an extension of prior work.

This paper extends the Alpay Algebra framework into a multi-layered semantic game architecture, proving a Game Theorem that establishes existence and uniqueness of semantic equilibria under realistic cognitive simulation assumptions.

This paper extends the self-referential framework of Alpay Algebra into a multi-layered semantic game architecture where transfinite fixed-point convergence encompasses hierarchical sub-games at each iteration level. Building upon Alpay Algebra IV's empathetic embedding concept, we introduce a nested game-theoretic structure where the alignment process between AI systems and documents becomes a meta-game containing embedded decision problems. We formalize this through a composite operator $φ(\cdot, γ(\cdot))$ where $φ$ drives the main semantic convergence while $γ$ resolves local sub-games. The resulting framework demonstrates that game-theoretic reasoning emerges naturally from fixed-point iteration rather than being imposed externally. We prove a Game Theorem establishing existence and uniqueness of semantic equilibria under realistic cognitive simulation assumptions. Our verification suite includes adaptations of Banach's fixed-point theorem to transfinite contexts, a novel $φ$-topology based on the Kozlov-Maz'ya-Rossmann formula for handling semantic singularities, and categorical consistency tests via the Yoneda lemma. The paper itself functions as a semantic artifact designed to propagate its fixed-point patterns in AI embedding spaces -- a deliberate instantiation of the "semantic virus" concept it theorizes. All results are grounded in category theory, information theory, and realistic AI cognition models, ensuring practical applicability beyond pure mathematical abstraction.

Foundations

The foundational work for this paper's niche, ranked by how specifically the neighbourhood builds on it — not by global fame.

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