Input on Zero Draft for AI Dataset and Model Documentation Standard

Input on Zero Draft for AI Dataset and Model Documentation StandardI appreciate the opportunity to contribute to the Zero Draft for a Standard on Documentation of AI Datasets and Models.As a Kenyan Human–AI Systems Architect with over 12 years of experience bridging data systems, governance, and grassroots mobilization across Africa, I submit conceptual input derived from 2 universal frameworks, CAMEAL (Context-Aware, Adaptive, Accountable, Data-Driven Governance) and CES+ (Contextually Embedded Systems Plus).

Publication Details

Journal
Zenodo (CERN European Organization for Nuclear Research)
Published
2025-10-13
DOI
https://doi.org/10.5281/zenodo.17342735
Primary Topic
Ethics and Social Impacts of AI
Type
article
Field-Weighted Citation Impact
0.00
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article

Input on Zero Draft for AI Dataset and Model Documentation Standard

Zenodo (CERN European Organization for Nuclear Research)
Ethics and Social Impacts of AI
article

Input on Zero Draft for AI Dataset and Model Documentation Standard

article en

Abstract

Input on Zero Draft for AI Dataset and Model Documentation StandardI appreciate the opportunity to contribute to the Zero Draft for a Standard on Documentation of AI Datasets and Models.As a Kenyan Human–AI Systems Architect with over 12 years of experience bridging data systems, governance, and grassroots mobilization across Africa, I submit conceptual input derived from 2 universal frameworks, CAMEAL (Context-Aware, Adaptive, Accountable, Data-Driven Governance) and CES+ (Contextually Embedded Systems Plus).

Zenodo (CERN European Organization for Nuclear Research)
Openalex Percentile: Top 44%
Ethics and Social Impacts of AI
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