Algorithmic Wellbeing Audits

Protocols for assessing AI's impact on human psychological health.

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Algorithmic Wellbeing Audits

Standardized audit processes that evaluate algorithms not just for performance, but for their long-term effects on user wellbeing, addiction potential, and social polarization. These audits are becoming a requirement for responsible AI deployment in sensitive sectors.

TRL

4/9Formative

Impact

5/5

Investment

3/5

Category

Ethics Security

Connections

Ethics Security

Ethics Security

Wellbeing Impact Labeling Schemes

Labeling standards that rate digital products on their psychological and social impact.

Software

Humane Recommender Systems

Recommendation engines optimized for long-term wellbeing rather than short-term engagement.

Ethics Security

Ethics Security

Participatory AI Governance Mechanisms

Mechanisms that give affected communities a direct role in shaping AI systems and policies.

Envisioning is an emerging technology research institute and advisory.

2011 — 2026