California's $100 Billion Personalized Medicine Activation

This paper develops a proposed California personalized-medicine activation framework, including a hypothetical $100 billion statewide scenario and a $10 million foundational cancer-research pilot. It examines consent, protected research environments, scientific calculators, qualified human oversight, accountable funding and privacy-preserving access to care and research opportunities. The funding scenarios are hypothetical; they do not represent funds received, appropriated, committed or disbursed. Within the wider M5Labs research program, iWBE (Intelligent Women Business Enterprise) and iSWE (Intelligent Society of Women Engineers) are initiatives defined within the M5Labs research framework. They propose an AI- and blockchain-powered approach to accelerating the participation of women-owned and women-led enterprises, women engineers and women scientists in business, scientific research and economic opportunity. Through human-directed AI agents, scientific calculators and accountable research infrastructure, the initiatives aim to help participants develop capabilities, build enterprises and retain control of their work and applicable intellectual-property rights. iSWE is an independently defined initiative and is not affiliated with or endorsed by the Society of Women Engineers (SWE). The accompanying M5Labs Technical Verification Appendix supplies supporting technical context. The manuscript states the proposal’s assumptions, research status, governance and limitations.

Authors

Publication Details

Journal
Zenodo (CERN European Organization for Nuclear Research)
Published
2026-11-02
DOI
https://doi.org/10.5281/zenodo.23901344
Citations
3
Primary Topic
Artificial Intelligence in Healthcare and Education
Type
preprint
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preprint

California's $100 Billion Personalized Medicine Activation

Pamela Norton
3 citations
Zenodo (CERN European Organization for Nuclear Research)
Artificial Intelligence in Healthcare and Education
preprint

California's $100 Billion Personalized Medicine Activation

Pamela Norton
preprint en
3 citations

Abstract

This paper develops a proposed California personalized-medicine activation framework, including a hypothetical $100 billion statewide scenario and a $10 million foundational cancer-research pilot. It examines consent, protected research environments, scientific calculators, qualified human oversight, accountable funding and privacy-preserving access to care and research opportunities. The funding scenarios are hypothetical; they do not represent funds received, appropriated, committed or disbursed. Within the wider M5Labs research program, iWBE (Intelligent Women Business Enterprise) and iSWE (Intelligent Society of Women Engineers) are initiatives defined within the M5Labs research framework. They propose an AI- and blockchain-powered approach to accelerating the participation of women-owned and women-led enterprises, women engineers and women scientists in business, scientific research and economic opportunity. Through human-directed AI agents, scientific calculators and accountable research infrastructure, the initiatives aim to help participants develop capabilities, build enterprises and retain control of their work and applicable intellectual-property rights. iSWE is an independently defined initiative and is not affiliated with or endorsed by the Society of Women Engineers (SWE). The accompanying M5Labs Technical Verification Appendix supplies supporting technical context. The manuscript states the proposal’s assumptions, research status, governance and limitations.

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