mlsanityData to 14 Oct 2026

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

arXiv 2507.07868 ↗First posted 10 Jul 2025cs.CL cs.AIcited by 2

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Abstract (arXiv)

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(·, γ(·)) 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.

Key facts. Cited by 2 papers in the map (data through 14 Oct 2026). Builds on 1 of its 10 references that are in the map. First posted on arXiv 10 Jul 2025.

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1 of 10 references.

References · 1

  1. 2025Alpay Algebra IV: Symbiotic Semantics and the Fixed-Point Convergence of Observer Embeddingscited by 3

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Citing papers per year: 2025: 1; 2026: 1.

2 papers.