Powered by OpenAIRE graph
Found an issue? Give us feedback
ZENODOarrow_drop_down
ZENODO
Research . 2026
License: CC BY
Data sources: Datacite
ZENODO
Research . 2026
License: CC BY
Data sources: Datacite
ZENODO
Research . 2026
License: CC BY
Data sources: Datacite
versions View all 3 versions
addClaim

Human Drift: A Canonical Definition within the Intent–Drift–Meaning (IDM) Spiral Model

Authors: Singer, Zeev;

Human Drift: A Canonical Definition within the Intent–Drift–Meaning (IDM) Spiral Model

Abstract

Human Drift is the directional, non-random mutation of meaning-bearing intent as it navigates automated constraint and Context Collapse. Unlike stochastic noise or model drift, which describe degradation or instability in statistical relationships, Human Drift is a structural adaptation: an emergent reorientation of human meaning that preserves intentional continuity while accumulating memory and directionality within signal-only environments. This paper provides the canonical definition, formal properties, dynamic mechanics, and observational framework for Human Drift as the core dynamic process of the Intent–Drift– Meaning (IDM) Spiral Model (Singer, 2026; doi: 10.5281/zenodo.18459128). It distinguishes Human Drift from adjacent phenomena, including concept drift, semantic drift, and behavioral noise, and establishes its role as a foundational mechanism of human– machine mediation. The framework is presented as a diagnostic and analytical construct rather than a prescriptive or normative model.

Keywords

Semantic Sensing, Human Drift, Mode HØ9, Context Collapse, IDM Spiral Model

  • BIP!
    Impact byBIP!
    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).
    0
    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.
    Average
    influence
    This indicator reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
    Average
    impulse
    This indicator reflects the initial momentum of an article directly after its publication, based on the underlying citation network.
    Average
Powered by OpenAIRE graph
Found an issue? Give us feedback
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
Upload OA version
Are you the author of this publication? Upload your Open Access version to Zenodo!
It’s fast and easy, just two clicks!