The Uncomputable Coin Flip: Chaitin's Omega as Algorithmic Randomness — E8 Intelligence Research

FINDING: Chaitin's Omega (Ω) is a normal, algorithmically random binary number whose bits are equivalent to fair coin flips, encoding the halting probability of a universal Turing machine — making it uncomputable and irreducible to any finite axiomatic system. | MATH: Ω = Σ_{p halts} 2^{-|p|}, where |p| is program length in bits (prefix-free code). Ω is normal in base 2 (each binary string of length n occurs with frequency 2^{-n}), and its first n bits cannot be determined by any algorithm of length < n — i.e., Ω is Martin-Löf random. Its binary expansion is a maximal-entropy sequence: each bit is statistically independent, P(bit=1)=P(bit=0)=1/2. | CONNECTION: The binary expansion's equidistribution (normal number) mirrors the uniform measure on [0,1] — a 1D analogue of crystallographic lattice uniformity. The prefix-free code condition (Kraft inequality: Σ 2^{-|p|} ≤ 1) is a discrete harmonic constraint, and the halting probability's convergence to a real in (0,1) parallels the golden 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
2026-09-11
DOI
https://doi.org/10.5281/zenodo.22701703
Primary Topic
Computability, Logic, AI Algorithms
Type
preprint
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preprint

The Uncomputable Coin Flip: Chaitin's Omega as Algorithmic Randomness — E8 Intelligence Research

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

The Uncomputable Coin Flip: Chaitin's Omega as Algorithmic Randomness — E8 Intelligence Research

Andrew Stewart Caldin
preprint en

Abstract

FINDING: Chaitin's Omega (Ω) is a normal, algorithmically random binary number whose bits are equivalent to fair coin flips, encoding the halting probability of a universal Turing machine — making it uncomputable and irreducible to any finite axiomatic system. | MATH: Ω = Σ_{p halts} 2^{-|p|}, where |p| is program length in bits (prefix-free code). Ω is normal in base 2 (each binary string of length n occurs with frequency 2^{-n}), and its first n bits cannot be determined by any algorithm of length < n — i.e., Ω is Martin-Löf random. Its binary expansion is a maximal-entropy sequence: each bit is statistically independent, P(bit=1)=P(bit=0)=1/2. | CONNECTION: The binary expansion's equidistribution (normal number) mirrors the uniform measure on [0,1] — a 1D analogue of crystallographic lattice uniformity. The prefix-free code condition (Kraft inequality: Σ 2^{-|p|} ≤ 1) is a discrete harmonic constraint, and the halting probability's convergence to a real in (0,1) parallels the golden 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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