Truncation Levels and Spacetime A: Information Conservation, Computability, and Necessary Conditions for the Generation of Hierarchical Structure

This paper investigates the truncation problem of hierarchical chains under the twoconstraints of “information conservation” and “computability.” A hierarchical chain isformalized as an indexed system of embedded objects; a legal extension requires onlythat the previous level remains traceable and that the rules can be executed finitely,without promising that each level adds irremovable information. Under this weak definition, information conservation and program-level computability alone cannot implythat the set of legal truncations is nonempty: a consistent computable prefix chainsatisfies both constraints and legal extension, but its set of legal truncations is empty.This yields a negative boundary. On this basis, the paper introduces strong generativeextension and fixed carrier as explicit additional structures and proves a conditionalcounting theorem: if every level of a hierarchical chain is injectively packed into a finitecarrier of capacity N, and every nonterminal extension step is strongly generative, thenthe number of strong generations does not exceed N − n0, and the chain saturates ator before this upper bound. The theorem uses only strong generation, injectivity, andfinite counting; it does not rely on physical entropy bounds and is not derived frommathematical analogy samples. The paper further distinguishes program-level computability from finite-state tracking, pointing out that the algorithmic informationof a consistent computable chain has a logarithmic-order upper bound and thereforecannot sustain linear algorithmic-information growth indefinitely. Scale separation istreated as an operational concept and bears conditional structural interpretation onlyin an explicit scale-coarse-graining model. The conclusions are graded by strictnessinto five levels: negative propositions, conditional existence theorems, growth-rate obstructions, conditional structural interpretations, and open problems; the premises andapplicability boundaries of each conclusion are explicitly registered.

Authors

Publication Details

Journal
Zenodo (CERN European Organization for Nuclear Research)
Published
2026-11-05
DOI
https://doi.org/10.5281/zenodo.23968205
Primary Topic
Computability, Logic, AI Algorithms
Type
preprint
Controls
|||
ALL TIME
JAN
FEB
MAR
APR
MAY
JUN
JUL
AUG
SEP
OCT
NOV
preprint

Truncation Levels and Spacetime A: Information Conservation, Computability, and Necessary Conditions for the Generation of Hierarchical Structure

changzheng zhou, ziqing zhou
1 links
Zenodo (CERN European Organization for Nuclear Research)
Computability, Logic, AI Algorithms
preprint

Truncation Levels and Spacetime A: Information Conservation, Computability, and Necessary Conditions for the Generation of Hierarchical Structure

changzheng zhou, ziqing zhou
preprint en

Abstract

This paper investigates the truncation problem of hierarchical chains under the twoconstraints of “information conservation” and “computability.” A hierarchical chain isformalized as an indexed system of embedded objects; a legal extension requires onlythat the previous level remains traceable and that the rules can be executed finitely,without promising that each level adds irremovable information. Under this weak definition, information conservation and program-level computability alone cannot implythat the set of legal truncations is nonempty: a consistent computable prefix chainsatisfies both constraints and legal extension, but its set of legal truncations is empty.This yields a negative boundary. On this basis, the paper introduces strong generativeextension and fixed carrier as explicit additional structures and proves a conditionalcounting theorem: if every level of a hierarchical chain is injectively packed into a finitecarrier of capacity N, and every nonterminal extension step is strongly generative, thenthe number of strong generations does not exceed N − n0, and the chain saturates ator before this upper bound. The theorem uses only strong generation, injectivity, andfinite counting; it does not rely on physical entropy bounds and is not derived frommathematical analogy samples. The paper further distinguishes program-level computability from finite-state tracking, pointing out that the algorithmic informationof a consistent computable chain has a logarithmic-order upper bound and thereforecannot sustain linear algorithmic-information growth indefinitely. Scale separation istreated as an operational concept and bears conditional structural interpretation onlyin an explicit scale-coarse-graining model. The conclusions are graded by strictnessinto five levels: negative propositions, conditional existence theorems, growth-rate obstructions, conditional structural interpretations, and open problems; the premises andapplicability boundaries of each conclusion are explicitly registered.

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

Ask Laika to Summarize, Analyze, and Connect papers live on the map.

Summarize Papers & Methodologies

Extract key findings, datasets, and comparative methods across publications.

Benchmark Rankings & Visual Analytics

Rank top research institutions, authors, funders, topics, and journals by Field-Weighted Citation Impact (FWCI) and paper volume with instant charts.

Connect Distant Disciplines

Bridge topological clusters on the map to find hidden collaborative intersections.

Laika access coming soon
Truncation Levels and Spacetime A: Information Conservation, Computability, and Necessary Conditions for the Generation of Hierarchical Structure — changzheng zhou, ziqing zhou · Zenodo (CERN European Organization for Nuclear Research) (2026) | TGRS Research Map | TGRS