Undecidability as Structural Truth: Gödel and Turing's Inherent Limits — E8 Intelligence Research

FINDING: Undecidability is a structural property of formal systems, not a computational inconvenience — Gödel's incompleteness and Turing's halting problem reveal that within any sufficiently expressive axiomatic system, there exist well-defined statements that are true but unprovable, and well-defined functions that are non-computable. | MATH: Gödel's first incompleteness theorem: For any consistent, recursively axiomatizable system \( S \) capable of arithmetic, there exists a sentence \( G \) such that \( S \nvdash G \) and \( S \nvdash \neg G \). Turing's halting problem: The set \( H = \{ \langle M, x \rangle \mid M \text{ halts on } x \} \) is not decidable — no total computable function \( f \) satisfies \( f(\langle M, x \rangle) = 1 \) iff \( M(x) \) halts. Reducibility: \( A \leq_m B \) implies if \( B \) is decidable then \( A \) is decidable; the halting problem is \( \Sigma_1^0 \)-complete, the canonical undecidable set. | CONNECTION: The undecidable set \( H \) is not mer Author: Andrew Stewart Caldin, Independent Researcher, UK. Part of the E8 Intelligence Research series. Platform: e8intelligence.com

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Publication Details

Journal
Zenodo (CERN European Organization for Nuclear Research)
Published
2026-09-10
DOI
https://doi.org/10.5281/zenodo.22689412
Primary Topic
Computability, Logic, AI Algorithms
Type
preprint
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preprint

Undecidability as Structural Truth: Gödel and Turing's Inherent Limits — E8 Intelligence Research

Andrew Stewart Caldin
Zenodo (CERN European Organization for Nuclear Research)
Computability, Logic, AI Algorithms
preprint

Undecidability as Structural Truth: Gödel and Turing's Inherent Limits — E8 Intelligence Research

Andrew Stewart Caldin
preprint en

Abstract

FINDING: Undecidability is a structural property of formal systems, not a computational inconvenience — Gödel's incompleteness and Turing's halting problem reveal that within any sufficiently expressive axiomatic system, there exist well-defined statements that are true but unprovable, and well-defined functions that are non-computable. | MATH: Gödel's first incompleteness theorem: For any consistent, recursively axiomatizable system \( S \) capable of arithmetic, there exists a sentence \( G \) such that \( S \nvdash G \) and \( S \nvdash \neg G \). Turing's halting problem: The set \( H = \{ \langle M, x \rangle \mid M \text{ halts on } x \} \) is not decidable — no total computable function \( f \) satisfies \( f(\langle M, x \rangle) = 1 \) iff \( M(x) \) halts. Reducibility: \( A \leq_m B \) implies if \( B \) is decidable then \( A \) is decidable; the halting problem is \( \Sigma_1^0 \)-complete, the canonical undecidable set. | CONNECTION: The undecidable set \( H \) is not mer Author: Andrew Stewart Caldin, Independent Researcher, UK. Part of the E8 Intelligence Research series. Platform: e8intelligence.com

Zenodo (CERN European Organization for Nuclear Research)
Computability, Logic, AI Algorithms
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