cs.AI updates on arXiv.org 07月11日 12:04
Alpay Algebra V: Multi-Layered Semantic Games and Transfinite Fixed-Point Simulation
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本文将Alpay代数自指框架扩展至多层语义游戏架构,引入嵌套博弈论结构,通过复合算子实现AI与文档的元博弈,并证明语义均衡的存在与唯一性,以Banach不动点定理为基础,结合信息理论和认知模型,确保框架的实用性和广泛适用性。

arXiv:2507.07868v1 Announce Type: cross Abstract: 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 $\phi(\cdot, \gamma(\cdot))$ where $\phi$ drives the main semantic convergence while $\gamma$ 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 $\phi$-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.

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Alpay代数 语义游戏 博弈论 AI嵌入 认知模型
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