Title page
Contents
I. INTRODUCTION 5
II. GOVERNANCE 6
Minimize harm 〉 Maximize value 6
Value stays with data subject/discloser 〉 Data collector/aggregator/user 6
Fairness through "values transparency" 〉 Enforcing equality 6
Manage internalities 〉 Externalize internalities 6
III. DATA PROCUREMENT AND USE 7
Collect relevant data 〉 Any/everything possible 7
Informed consensual use of data 〉 Exploratory use 7
Data expiration 〉 Digital perpetuity 7
IV. ARTIFICIAL INTELLIGENCE 8
Prioritize human consequence and agency 〉 Reliance on AI 8
Re-train (dynamic) models 〉 Static models 8
Be trustworthy 〉 Transparent 8
Model an aggregate population 〉 Model an individual 8
V. PUBLIC SECTOR 9
Inclusive consideration 〉 Utilitarianism 9
Protection of the commons 〉 Incentives of individuals 9
Proactive iterations 〉 Reactive incrementalism 9
VI. CONCLUSION 9
VII. AUTHORS 10