V2 Canonical Conditional Unlocking Fields (CUF): Reference Code Library and Measurement Framework

This record constitutes Version 2 (v2) of the Canonical Conditional Unlocking Fields (CUF) Reference Code Library and Measurement Framework. It includes all files from Version 1 (v1) in their original, unmodified form, and adds three new canonical documentstogether with the complete stress-test package and reproducible scripts generated for this release. New material in v2 includes: The CUF Stress Test Suite (adversarial systems, invariance checks, and persistence-cliff scans), Reproducible Python scripts for running the stress tests, Generated plots and summary tables, Supporting documentation describing test scope and interpretation. The combined archive therefore contains: The full CUF reference operator implementation, The canonical measurement library, The original v1 documentation set, Newly added stress-test code, data, and figures validating CUF behavior under adversarial and non-ideal conditions. This release is intended to provide a single, consolidated canonical reference package for: implementing CUF-compliant systems, reproducing published CUF results, performing independent stress testing and falsification attempts. Version 1 remains available as a permanent archival record.This record supersedes v1 and should be cited for the most complete and current canonical implementation.

Authors

Publication Details

Journal
Zenodo (CERN European Organization for Nuclear Research)
Published
2026-02-04
DOI
https://doi.org/10.5281/zenodo.18480165
Primary Topic
Engineering and Material Science Research
Type
article
Field-Weighted Citation Impact
0.00
Controls
|||
ALL TIME
JAN
FEB
MAR
APR
MAY
JUN
JUL
AUG
SEP
OCT
article

V2 Canonical Conditional Unlocking Fields (CUF): Reference Code Library and Measurement Framework

Kearon Allen
Zenodo (CERN European Organization for Nuclear Research)
Engineering and Material Science Research
article

V2 Canonical Conditional Unlocking Fields (CUF): Reference Code Library and Measurement Framework

Kearon Allen
article en

Abstract

This record constitutes Version 2 (v2) of the Canonical Conditional Unlocking Fields (CUF) Reference Code Library and Measurement Framework. It includes all files from Version 1 (v1) in their original, unmodified form, and adds three new canonical documentstogether with the complete stress-test package and reproducible scripts generated for this release. New material in v2 includes: The CUF Stress Test Suite (adversarial systems, invariance checks, and persistence-cliff scans), Reproducible Python scripts for running the stress tests, Generated plots and summary tables, Supporting documentation describing test scope and interpretation. The combined archive therefore contains: The full CUF reference operator implementation, The canonical measurement library, The original v1 documentation set, Newly added stress-test code, data, and figures validating CUF behavior under adversarial and non-ideal conditions. This release is intended to provide a single, consolidated canonical reference package for: implementing CUF-compliant systems, reproducing published CUF results, performing independent stress testing and falsification attempts. Version 1 remains available as a permanent archival record.This record supersedes v1 and should be cited for the most complete and current canonical implementation.

Zenodo (CERN European Organization for Nuclear Research)
Peace, Justice and strong institutions
Openalex Percentile: Top 74%
Engineering and Material Science Research
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.