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Other literature type . 2026
License: CC BY
Data sources: Datacite
ZENODO
Other literature type . 2026
License: CC BY
Data sources: Datacite
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ECA — Endogenously-Constrained AI

Authors: LAURET, Wilson John Sterking;

ECA — Endogenously-Constrained AI

Abstract

This document defines Endogenously-Constrained AI (ECA) as the implementation layer of the Crowd-Based Dynamics framework.It translates CBD structural limits into internal constraints governing artificial systems and socio-technical architectures.ECA embeds constraints endogenously, avoiding ex post external control mechanisms.The text grounds ECA in the CBD canonical formula, used as a design grammar rather than a predictive model.It addresses temporal governability, saturation management, mimetic load, and reversibility in artificial agents.Clear boundaries are set, excluding prediction, optimization, or normative enforcement.The document positions ECA as a constrained implementation ensuring structural alignment under scale and complexity.

Keywords

Endogenously-Constrained AI; Crowd-Based Dynamics; endogenous constraints; temporal governability; saturation management; mimetic dynamics; AI architectures

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selected citations
These citations are derived from selected sources.
This is an alternative to the "Influence" indicator, which also reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
BIP!Citations provided by BIP!
popularity
This indicator reflects the "current" impact/attention (the "hype") of an article in the research community at large, based on the underlying citation network.
BIP!Popularity provided by BIP!
influence
This indicator reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
BIP!Influence provided by BIP!
impulse
This indicator reflects the initial momentum of an article directly after its publication, based on the underlying citation network.
BIP!Impulse provided by BIP!
0
Average
Average
Average
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