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.
Authors
- Fernando Bardella (ORCID: https://orcid.org/0000-0002-0298-0538)
Institutions
- Instituto de Pesquisas Energéticas e Nucleares (BR)
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