Human Drift: A Canonical Definition within the Intent–Drift–Meaning (IDM) Spiral Model
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| Format: | Recurso digital |
| Langue: | anglais |
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Zenodo
2026
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| _version_ | 1866902318946975744 |
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| author | Singer, Zeev |
| author_facet | Singer, Zeev |
| contents | <p>Human Drift is the directional, non-random mutation of meaning-bearing intent as it</p> <p>navigates automated constraint and Context Collapse. Unlike stochastic noise or model drift,</p> <p>which describe degradation or instability in statistical relationships, Human Drift is a</p> <p>structural adaptation: an emergent reorientation of human meaning that preserves</p> <p>intentional continuity while accumulating memory and directionality within signal-only</p> <p>environments.</p> <p> </p> <p>This paper provides the canonical definition, formal properties, dynamic mechanics, and</p> <p>observational framework for Human Drift as the core dynamic process of the Intent–Drift–</p> <p>Meaning (IDM) Spiral Model (Singer, 2026; doi: 10.5281/zenodo.18459128). It</p> <p>distinguishes Human Drift from adjacent phenomena, including concept drift, semantic</p> <p>drift, and behavioral noise, and establishes its role as a foundational mechanism of human–</p> <p>machine mediation. The framework is presented as a diagnostic and analytical construct</p> <p>rather than a prescriptive or normative model.</p> <p> </p> <div> <p>Version 1.1 – Minor metadata correction, internal reference alignment, and inclusion of cryptographic signature (.sig).<br><br></p> <p>Cryptographic signature verification:<br>The author's public key is available at:<br>https://aporya.com/keys/</p> </div> |
| format | Recurso digital |
| id | zenodo_https___doi_org_10_5281_zenodo_18662895 |
| institution | Zenodo |
| language | eng |
| publishDate | 2026 |
| publisher | Zenodo |
| record_format | zenodo |
| spellingShingle | Human Drift: A Canonical Definition within the Intent–Drift–Meaning (IDM) Spiral Model Singer, Zeev Human Drift Context Collapse IDM Spiral Model Semantic Sensing Mode HØ9 <p>Human Drift is the directional, non-random mutation of meaning-bearing intent as it</p> <p>navigates automated constraint and Context Collapse. Unlike stochastic noise or model drift,</p> <p>which describe degradation or instability in statistical relationships, Human Drift is a</p> <p>structural adaptation: an emergent reorientation of human meaning that preserves</p> <p>intentional continuity while accumulating memory and directionality within signal-only</p> <p>environments.</p> <p> </p> <p>This paper provides the canonical definition, formal properties, dynamic mechanics, and</p> <p>observational framework for Human Drift as the core dynamic process of the Intent–Drift–</p> <p>Meaning (IDM) Spiral Model (Singer, 2026; doi: 10.5281/zenodo.18459128). It</p> <p>distinguishes Human Drift from adjacent phenomena, including concept drift, semantic</p> <p>drift, and behavioral noise, and establishes its role as a foundational mechanism of human–</p> <p>machine mediation. The framework is presented as a diagnostic and analytical construct</p> <p>rather than a prescriptive or normative model.</p> <p> </p> <div> <p>Version 1.1 – Minor metadata correction, internal reference alignment, and inclusion of cryptographic signature (.sig).<br><br></p> <p>Cryptographic signature verification:<br>The author's public key is available at:<br>https://aporya.com/keys/</p> </div> |
| title | Human Drift: A Canonical Definition within the Intent–Drift–Meaning (IDM) Spiral Model |
| topic | Human Drift Context Collapse IDM Spiral Model Semantic Sensing Mode HØ9 |
| url | https://doi.org/10.5281/zenodo.18662895 |