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This paper establishes a fundamental theoretical limit for all finite syntactic systems, including AI models and security protocols, proving they cannot autonomously generate every valid theorem within their domain. The result implies inherent boundaries to the autonomy and completeness of current machine learning architectures and formal verification tools.
A Non-Formulable Theorem: A Fundamental Limit of Finite Syntactic Systems and Its Consequences for Security and AI
arXiv:2609.04086v1 Announce Type: cross Abstract: For every coherent and sufficiently expressive finite syntactic system S, we prove the existence of at least one theorem that S cannot produce autonomously. The result is a metatheorem: it proves the existence of a theorem, and applies to every finite syntactic system - security mechanisms, AI systems, formal verifiers, legal systems, economic models, and the formal system in which it is itself proved.
Abstract:For every coherent and sufficiently expressive finite syntactic system S, we prove the existence of at least one theorem that S cannot produce autonomously. The result is a metatheorem: it proves the existence of a theorem, and applies to every finite syntactic system - security mechanisms, AI systems, formal verifiers, legal systems, economic models, and the formal system in which it is itself proved.
Cryptography and Security (cs.CR); Artificial Intelligence (cs.AI); Logic in Computer Science (cs.LO)
arXiv:2609.04086 [cs.CR]
(or arXiv:2609.04086v1 [cs.CR] for this version)
https://doi.org/10.48550/arXiv.2609.04086 Focus to learn more arXiv-issued DOI via DataCite (pending registration)
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