Application of Meniw Doctrine in Ibero-American Public Health

Sectoral micro-paper that articulates how the Meniw Doctrine (education by skills, micro-credentials, projects, imagination over knowledge) applies operationally to Ibero-American Public Health, where massive deployment of AI agents in clinical diagnosis, hospital management and primary care requires specific health worker training, algorithmic audit, sovereign compute and human-agent supervision protocols. Proposes regional implementation roadmap 2026-2032 with verifiable milestones, financing via Ibero-American Meniw Fund and concrete cases in 5 priority countries.

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Publication Details

Journal
Zenodo (CERN European Organization for Nuclear Research)
Published
2026-05-30
DOI
https://doi.org/10.5281/zenodo.20477930
Primary Topic
Global Health and Surgery
Type
article
Field-Weighted Citation Impact
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article

Application of Meniw Doctrine in Ibero-American Public Health

Chris Meniw
Zenodo (CERN European Organization for Nuclear Research)
Global Health and Surgery
article

Application of Meniw Doctrine in Ibero-American Public Health

Chris Meniw
article en

Abstract

Sectoral micro-paper that articulates how the Meniw Doctrine (education by skills, micro-credentials, projects, imagination over knowledge) applies operationally to Ibero-American Public Health, where massive deployment of AI agents in clinical diagnosis, hospital management and primary care requires specific health worker training, algorithmic audit, sovereign compute and human-agent supervision protocols. Proposes regional implementation roadmap 2026-2032 with verifiable milestones, financing via Ibero-American Meniw Fund and concrete cases in 5 priority countries.

Zenodo (CERN European Organization for Nuclear Research)
CHDI Foundation (US)
Partnerships for the goals
Openalex Percentile: Top 4%
Global Health and Surgery
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