Why Diverse Thinking Builds Better AI: Human-Centered Governance for Global Life Sciences.

This whitepaper explores why diverse thinking builds better AI in global life sciences. It argues that diversity is not only a social or cultural value, but a technical and governance asset that improves model validity, reduces hidden bias, strengthens external generalizability, and supports more trustworthy deployment. Combining a patient-centered perspective with a boardroom-ready governance lens, the paper presents six industry-standard controls for AI oversight and frames diverse governance as a quality-assurance and de-risking mechanism for complex AI systems.

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Publication Details

Journal
Zenodo (CERN European Organization for Nuclear Research)
Published
2026-04-21
DOI
https://doi.org/10.5281/zenodo.19682427
Primary Topic
Artificial Intelligence in Healthcare and Education
Type
article
Field-Weighted Citation Impact
0.00
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article

Why Diverse Thinking Builds Better AI: Human-Centered Governance for Global Life Sciences.

Fernando Bardella
Zenodo (CERN European Organization for Nuclear Research)
Artificial Intelligence in Healthcare and Education
article

Why Diverse Thinking Builds Better AI: Human-Centered Governance for Global Life Sciences.

Fernando Bardella
article en

Abstract

This whitepaper explores why diverse thinking builds better AI in global life sciences. It argues that diversity is not only a social or cultural value, but a technical and governance asset that improves model validity, reduces hidden bias, strengthens external generalizability, and supports more trustworthy deployment. Combining a patient-centered perspective with a boardroom-ready governance lens, the paper presents six industry-standard controls for AI oversight and frames diverse governance as a quality-assurance and de-risking mechanism for complex AI systems.

Zenodo (CERN European Organization for Nuclear Research)
Instituto de Pesquisas Energéticas e Nucleares (BR)
Responsible consumption and production
Openalex Percentile: Top 9%
Artificial Intelligence in Healthcare and Education
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