Oracle Busy Beavers: A Transfinite Hierarchy Encoding Decidability Boundaries — E8 Intelligence Research

FINDING: Higher-order Busy Beaver functions, defined via Turing oracle machines, create a transfinite hierarchy whose values encode the decidability of number-theoretic statements, revealing a sharp boundary between computable and non-computable truth. | MATH: Let BB(n) = max steps among halting n-state 2-symbol TMs. Define BB⁽ᵏ⁾(n) via k-th order oracle (Turing jump ∅⁽ᵏ⁾). Key result (arXiv:2507.20321): For each k, BB⁽ᵏ⁾(n) grows faster than any function computable with ∅⁽ᵏ⁾-oracle, and the value BB⁽ᵏ⁾(n) is undecidable in the corresponding arithmetic fragment (Σ_k vs Π_k). Specifically, BB⁽ᵏ⁾(n) is not Σ_k-definable, but its totality is Π_{k+1}-provable. The hierarchy is strictly increasing: BB⁽ᵏ⁾ ≺ BB⁽ᵏ⁺¹⁾ in growth rate, and the diagonal limit BB^ω(n) = BB⁽ⁿ⁾(n) is not computable by any finite-order oracle. | CONNECTION: The growth rates of BB⁽ᵏ⁾(n) follow a discrete exponential tower: BB⁽ᵏ⁾(n) ~ f_{ω^k}(n) in the fast-growing hierarchy, where ω^k corresponds to ordinal exponents. Author: Andrew Stewart Caldin, Independent Researcher, UK. Part of the E8 Intelligence Research series. Platform: e8intelligence.com

Authors

Publication Details

Journal
Zenodo (CERN European Organization for Nuclear Research)
Published
2026-09-30
DOI
https://doi.org/10.5281/zenodo.23052466
Primary Topic
Computability, Logic, AI Algorithms
Type
preprint
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preprint

Oracle Busy Beavers: A Transfinite Hierarchy Encoding Decidability Boundaries — E8 Intelligence Research

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

Oracle Busy Beavers: A Transfinite Hierarchy Encoding Decidability Boundaries — E8 Intelligence Research

Andrew Stewart Caldin
preprint en

Abstract

FINDING: Higher-order Busy Beaver functions, defined via Turing oracle machines, create a transfinite hierarchy whose values encode the decidability of number-theoretic statements, revealing a sharp boundary between computable and non-computable truth. | MATH: Let BB(n) = max steps among halting n-state 2-symbol TMs. Define BB⁽ᵏ⁾(n) via k-th order oracle (Turing jump ∅⁽ᵏ⁾). Key result (arXiv:2507.20321): For each k, BB⁽ᵏ⁾(n) grows faster than any function computable with ∅⁽ᵏ⁾-oracle, and the value BB⁽ᵏ⁾(n) is undecidable in the corresponding arithmetic fragment (Σ_k vs Π_k). Specifically, BB⁽ᵏ⁾(n) is not Σ_k-definable, but its totality is Π_{k+1}-provable. The hierarchy is strictly increasing: BB⁽ᵏ⁾ ≺ BB⁽ᵏ⁺¹⁾ in growth rate, and the diagonal limit BB^ω(n) = BB⁽ⁿ⁾(n) is not computable by any finite-order oracle. | CONNECTION: The growth rates of BB⁽ᵏ⁾(n) follow a discrete exponential tower: BB⁽ᵏ⁾(n) ~ f_{ω^k}(n) in the fast-growing hierarchy, where ω^k corresponds to ordinal exponents. 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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Oracle Busy Beavers: A Transfinite Hierarchy Encoding Decidability Boundaries — E8 Intelligence Research — Andrew Stewart Caldin · Zenodo (CERN European Organization for Nuclear Research) (2026) | TGRS Research Map | TGRS