IEEE AI Systems for Global Flourishing Collaborative

Metrics for
human flourishing.

How do we know if AI is helping people flourish?

About

Flourishing needs to be measurable.

Welcome to the home for all work on metrics for human flourishing, part of the IEEE AI Systems for Global Flourishing Collaborative. We turn a big idea into clear, testable measures.

DefineWhat flourishing means across cultures and contexts.
MeasureRigorous, transparent metrics people can trust.
ApplyUse them to evaluate and improve AI systems.

Our work

What we focus on

Measures

Clear, tested metrics for human flourishing that go beyond engagement and productivity, capturing wellbeing, agency, connection and purpose.

Explore measures

Tools

Datasets, code and instruments that put the measures to work, so anyone can assess how AI systems affect the people who use them.

Browse tools

Articles

Research, methods and open questions, published in the open so researchers, builders and policymakers can test and extend them.

Read articles

Publications

Latest articles

Help us measure what matters.

Whether you research, build or shape policy for AI, your perspective can make these measures better. Tell us what you’re working on.

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