Why it matters

Beneficence shapes purpose. Understanding shapes ethics.

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The architecture

Assess positive impacts.

Design for user + society benefit.

Balance vs risks.

Beneficence in AIPositive outcomesuser + societyImpact assessmentexplicitBalance vs riskstrade-offsCommon in medical ethics; applied to AI via impact assessments
Beneficence.
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How it works end to end

Explicit benefit hypotheses.

Impact assessment.

Stakeholder engagement.

Measure outcomes.