EXPLOSIVE DIGIT DYNAMICS, HYPERGROWTH CASCADES AND INFINITE ATTRACTOR BASINS: ARCHITECTURE OF A NEW INTEGER UNIVERSE.

We investigate a previously undocumented integer transformation whose explosive behavior places it beyond the known extremes of Collatz-type dynamics. The system operates by (1) squaring each digit of an integer and concatenating the results, then (2) repeatedly compressing the expanded sequence by summing every consecutive triplet of digits whenever the total length remains divisible by three. This deceptively elementary process generates combinatorial shockwaves: numerical structures routinely balloon to hundreds or thousands of digits before undergoing catastrophic collapse into a microscopic attractor set. Across exhaustive computational testing including high-entropy seeds, palindromes, repdigits, ultra-sparse integers and integers engineered to maximize combinatorial explosion, every initial high value eventually converges to a rigid attractor state, most frequently the fixed points 10, 11, 1010, 1110, 1011 and selective hyper ones for example 11111, 1111111111, 1111111111111111111111111111111111 and selective 1-zero-1 forms for example 1000000000000000000000000000000000000000000001 and other attractors such as 10111011, 10101011, 1110111, 1111101011, 10101111, 1010111011, 11101011, 11101110, 1110111011, 10101010101010101010101010101010101010101010101010101010101010101010101010101010101010101010101010101010101010101010101010101010101010101010101010101010101010101010101010101010101010101010101010101010101010101010101010101010101010101010101010101010101010, 10111011101110111011101110111011101110111011101110111011101110111011101110111011101110111011101110111011101110111011101110111011101110111011101110111011101110111011101110111011101110111011101110111011101110111011101110111011101110111011101110111011101110111011101110111011101110111011101110111011101110111011101110111011101110111011101110111011101110111011101110111011101110111011101110111011101110111011101110111011101110111011101110111011101110111011101110111011101110111011101110111011101110111011101110111011101110111011101110111011101110111011101110111011101110111011101110111011101110111011101110111011101110111011101110111011101110111011101110111011101110111011101110111011101110111011101110111011101110111011101110111011101110111011101110111011101110111011101110111011101110111011101110111011101110111011101110111011101110111011101110111011101110111011101110111011101110111011101110111011101110111011101110111011101110111011101110111011 and other infinitely many attractors. These attractors appear to act as terminal gravitational wells in a discrete dynamical universe whose expansion phases dwarf the growth rates seen in Collatz, Kaprekar or Conway-style integer processes. The system displays deterministic chaos, hyperinflationary digit cascades, symmetry-breaking, digit-mass dissipation and stability phenomena normally reserved for nonlinear differential systems, not simple base-10 arithmetic. The existence of violent growth-collapse cycles coupled with guaranteed stabilization suggests a previously unknown class of “digit-dynamical attractor systems” with measurable entropy flow, invariant fixed points and universality across the entire tested integer domain. Its structural sensitivity and long-range determinism hint at potential applications in cryptographically hard-to-predict transforms, entropy amplification, pseudo-random sequence generation, high-dimensional pattern analysis and the study of discrete dissipative systems. This work formalizes the transformation, documents its empirical invariants and presents that a new mathematically rich dynamical regime exists within elementary arithmetic, one that may stand alongside Collatz and Kaprekar as a landmark integer phenomenon of the 21st century.

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Publication Details

Journal
Zenodo (CERN European Organization for Nuclear Research)
Published
2026-03-03
DOI
https://doi.org/10.5281/zenodo.18843564
Primary Topic
Benford’s Law and Fraud Detection
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article
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article

EXPLOSIVE DIGIT DYNAMICS, HYPERGROWTH CASCADES AND INFINITE ATTRACTOR BASINS: ARCHITECTURE OF A NEW INTEGER UNIVERSE.

Christoper Muoki Mututu
Zenodo (CERN European Organization for Nuclear Research)
Benford’s Law and Fraud Detection
article

EXPLOSIVE DIGIT DYNAMICS, HYPERGROWTH CASCADES AND INFINITE ATTRACTOR BASINS: ARCHITECTURE OF A NEW INTEGER UNIVERSE.

Christoper Muoki Mututu
article en

Abstract

We investigate a previously undocumented integer transformation whose explosive behavior places it beyond the known extremes of Collatz-type dynamics. The system operates by (1) squaring each digit of an integer and concatenating the results, then (2) repeatedly compressing the expanded sequence by summing every consecutive triplet of digits whenever the total length remains divisible by three. This deceptively elementary process generates combinatorial shockwaves: numerical structures routinely balloon to hundreds or thousands of digits before undergoing catastrophic collapse into a microscopic attractor set. Across exhaustive computational testing including high-entropy seeds, palindromes, repdigits, ultra-sparse integers and integers engineered to maximize combinatorial explosion, every initial high value eventually converges to a rigid attractor state, most frequently the fixed points 10, 11, 1010, 1110, 1011 and selective hyper ones for example 11111, 1111111111, 1111111111111111111111111111111111 and selective 1-zero-1 forms for example 1000000000000000000000000000000000000000000001 and other attractors such as 10111011, 10101011, 1110111, 1111101011, 10101111, 1010111011, 11101011, 11101110, 1110111011, 10101010101010101010101010101010101010101010101010101010101010101010101010101010101010101010101010101010101010101010101010101010101010101010101010101010101010101010101010101010101010101010101010101010101010101010101010101010101010101010101010101010101010, 10111011101110111011101110111011101110111011101110111011101110111011101110111011101110111011101110111011101110111011101110111011101110111011101110111011101110111011101110111011101110111011101110111011101110111011101110111011101110111011101110111011101110111011101110111011101110111011101110111011101110111011101110111011101110111011101110111011101110111011101110111011101110111011101110111011101110111011101110111011101110111011101110111011101110111011101110111011101110111011101110111011101110111011101110111011101110111011101110111011101110111011101110111011101110111011101110111011101110111011101110111011101110111011101110111011101110111011101110111011101110111011101110111011101110111011101110111011101110111011101110111011101110111011101110111011101110111011101110111011101110111011101110111011101110111011101110111011101110111011101110111011101110111011101110111011101110111011101110111011101110111011101110111011101110111011101110111011 and other infinitely many attractors. These attractors appear to act as terminal gravitational wells in a discrete dynamical universe whose expansion phases dwarf the growth rates seen in Collatz, Kaprekar or Conway-style integer processes. The system displays deterministic chaos, hyperinflationary digit cascades, symmetry-breaking, digit-mass dissipation and stability phenomena normally reserved for nonlinear differential systems, not simple base-10 arithmetic. The existence of violent growth-collapse cycles coupled with guaranteed stabilization suggests a previously unknown class of “digit-dynamical attractor systems” with measurable entropy flow, invariant fixed points and universality across the entire tested integer domain. Its structural sensitivity and long-range determinism hint at potential applications in cryptographically hard-to-predict transforms, entropy amplification, pseudo-random sequence generation, high-dimensional pattern analysis and the study of discrete dissipative systems. This work formalizes the transformation, documents its empirical invariants and presents that a new mathematically rich dynamical regime exists within elementary arithmetic, one that may stand alongside Collatz and Kaprekar as a landmark integer phenomenon of the 21st century.

Zenodo (CERN European Organization for Nuclear Research)
Openalex Percentile: Top 39%
Benford’s Law and Fraud Detection
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