Beneficiary Selection

Non-profit organizations occupy a position of public trust. When charities deploy AI to identify donors, select beneficiaries, evaluate programs, or allocate resources, they must meet a heightened standard of care rooted in fiduciary duty, charitable purpose, and the vulnerability of the populations they serve. AI that maximizes donations while discriminating in services, or that optimizes efficiency while harming beneficiaries, betrays the fundamental mission of charitable work.