Monkey business arithmetic spectator pipeline

Every layered system eventually fails the same way: a bug in one layer rewrites another layer's work, and by the time the corruption surfaces, the origin is unrecoverable. Traditional mitigations - sandboxing, type checks, serialization formats - are conventions, and conventions fail when a layer understands something it was not supposed to understand. This paper presents the Monkey Business Arithmetic Spectator Pipeline (MBP), a conjectural architectural framework that attempts an algebraic refactoring of the layered-system problem. The MBP separates the algebra of calculating (mathematical operations) from the algebra of computing (weighing and balancing outputs) into a 6-level nested hierarchy, governed by a scale-indexed operation sequence. The paper offers structural specification, candidate algebras and an architectural interpretation of layered computation.

Authors

Publication Details

Journal
Zenodo (CERN European Organization for Nuclear Research)
Published
2026-11-08
DOI
https://doi.org/10.5281/zenodo.24056031
Primary Topic
Advanced Software Engineering Methodologies
Type
preprint
Controls
|||
ALL TIME
JAN
FEB
MAR
APR
MAY
JUN
JUL
AUG
SEP
OCT
NOV
preprint

Monkey business arithmetic spectator pipeline

Kirill Ivanovich Kovlekov
1 links
Zenodo (CERN European Organization for Nuclear Research)
Advanced Software Engineering Methodologies
preprint

Monkey business arithmetic spectator pipeline

Kirill Ivanovich Kovlekov
preprint en

Abstract

Every layered system eventually fails the same way: a bug in one layer rewrites another layer's work, and by the time the corruption surfaces, the origin is unrecoverable. Traditional mitigations - sandboxing, type checks, serialization formats - are conventions, and conventions fail when a layer understands something it was not supposed to understand. This paper presents the Monkey Business Arithmetic Spectator Pipeline (MBP), a conjectural architectural framework that attempts an algebraic refactoring of the layered-system problem. The MBP separates the algebra of calculating (mathematical operations) from the algebra of computing (weighing and balancing outputs) into a 6-level nested hierarchy, governed by a scale-indexed operation sequence. The paper offers structural specification, candidate algebras and an architectural interpretation of layered computation.

Zenodo (CERN European Organization for Nuclear Research)
Advanced Software Engineering Methodologies
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