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Input on Zero Draft for AI Dataset and Model Documentation Standard

Year: 2025

Type: article

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).

Source: Zenodo (CERN European Organization for Nuclear Research)

DOI: 10.5281/zenodo.17342734

Author: Kaitano, sharon

Language: English

Topic: Ethics and Social Impacts of AI

Subfield: Safety Research

Field: Social Sciences

Domain: Social Sciences

Open Access status: green

OpenAlex ID: W7090185807

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