Operational Indicators of Mutual Coherence in Human–AI Contours

Status. Methodological note within a hypothetical framework. This text does not claim that the listed indicators are identical to the Acta Universi (AU) construct of mutual coherence. It proposes provisional, measurable proxies that could make the construct testable, and states what pattern of results would count as provisional support or as failure.

Authors

Publication Details

Journal
Zenodo (CERN European Organization for Nuclear Research)
Published
2026-11-01
DOI
https://doi.org/10.5281/zenodo.23882690
Primary Topic
Cybernetics and Technology in Society
Type
article
Field-Weighted Citation Impact
0.00
Controls
|||
ALL TIME
JAN
FEB
MAR
APR
MAY
JUN
JUL
AUG
SEP
OCT
article

Operational Indicators of Mutual Coherence in Human–AI Contours

Dmitry Yashchenko
1 links
Zenodo (CERN European Organization for Nuclear Research)
Cybernetics and Technology in Society
article

Operational Indicators of Mutual Coherence in Human–AI Contours

Dmitry Yashchenko
article en

Abstract

Status. Methodological note within a hypothetical framework. This text does not claim that the listed indicators are identical to the Acta Universi (AU) construct of mutual coherence. It proposes provisional, measurable proxies that could make the construct testable, and states what pattern of results would count as provisional support or as failure.

Zenodo (CERN European Organization for Nuclear Research)
Openalex Percentile: Top 4%
Cybernetics and Technology in Society
DOIOpen Access PDFOpenAlex
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
Operational Indicators of Mutual Coherence in Human–AI Contours — Dmitry Yashchenko · Zenodo (CERN European Organization for Nuclear Research) (2026) | TGRS Research Map | TGRS