AI & Computingpreprint2026-09-03

Collatz Conjecture Remains Unsolved: Statistical Growth Below Unity — E8 Intelligence Research

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Abstract

FINDING: The dominant unsolved problem surfaced is the Collatz Conjecture (3n+1), not a new competition result; the other hits are generic olympiad/entertainment content. | MATH: Collatz map: \( T(n) = n/2 \) if \( n \) even, \( T(n) = 3n+1 \) if \( n \) odd. Conjecture: \( \forall n \in \mathbb{N}, \exists k: T^k(n) = 1 \). No closed-form solution; known statistical behavior: average growth factor per step \( \approx (1/2)^{1/2} \cdot (3/2)^{1/2} = \sqrt{3/4} \approx 0.866 < 1 \), implying logarithmic drift toward 1. | CONNECTION: The ratio \( \sqrt{3/4} = 0.866 \) is not a golden-ratio harmonic, but the structure of the Collatz tree exhibits self-similarity and a binary/ternary branching pattern — reminiscent of a 2-adic lattice (dyadic integers) with a 3-adic twist. The stopping times modulo powers of 2 show periodic patterns (e.g., \( n \equiv 1 \mod 4 \) vs \( 3 \mod 4 \)) — a discrete symmetry breaking akin to crystallographic glide planes in 1D. No direct 0.382/0.618/1.618 appea Author: Andrew Stewart Caldin, Independent Researcher, UK. Part of the E8 Intelligence Research series. Platform: e8intelligence.com

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View paper (DOI)Open access versionOpenAlexZenodo (CERN European Organization for Nuclear Research)Published 2026-09-03

Authors: Andrew Stewart Caldin