Nonprofit AI: Ethical AI Resources and Frameworks

To follow on from last week's episode of the ethical issues around AI use and companies generally that nonprofits and the philanthropy sector need to discuss and evaluate through the lens of organization values and mission, here are some resources for moving forward with that discussion of ethics as you put your policy in place and refine it. How Nonprofits Can Resist the AI Efficiency Trap from Nonprofit Quarterly by James A Lomastro, published Oct 28, 2025.  https://nonprofitquarterly.org/how-nonprofits-can-resist-the-ai-efficiency-trap/ "Today, when nonprofits implement AI without protecting workers’ judgment and autonomy, they facilitate a similar transfer of power. The tacit understanding of experienced staff—knowing which families need outreach, when silence signals distrust, and which community leaders bridge cultural gaps—is extracted into databases and algorithms....The “AI efficiency trap” plays out in familiar ways: Time savings often lead not to relief, but to higher expectations. Workers may feel more productive yet overwhelmed, as efficiency gains are absorbed into rising demands instead of reducing workloads. In nonprofits, if AI is used solely to expedite routine tasks, it can exacerbate burnout and diminish time for relationship building or advocacy—the work that drives lasting change...Steps leaders can take are:Invest in bias-aware AI governancePosition experienced staff as strategy guidesDevelop new productivity measurements."Other resources referenced in this episode: Ethics, AI Tools, and Policies Webinar from Community IT: https://communityit.com/webinar-nonprofit-ai-framework/AI With Purpose: How Foundations and Nonprofits Are Thinking About and Using Artificial Intelligence from the Center for Effective Philanthropy (with lots of other resources on their site for the sector) https://cep.org/report-backpacks/ai-with-purpose-how-foundations-and-nonprofits-are-thinking-about-and-using-artificial-intelligence/Humanity AI consortium project from 10 Foundations https://humanityai.ai/ Humanity AI is uniting philanthropy in a broad coalition to build a more human(e) future in which AI is shaped by and for people.Tech to the Rescue matchmaking ideal AI projects from the social impact sector with ecosystem partners for funding and expertise. https://techtotherescue.org/Board.dev matchmaking tech-savvy individuals looking to serve on nonprofit boards with the nonprofits that need their expertise. https://board.dev/Responsible AI Adoption for Nonprofits: a Holistic Support Model webinar Jan 28, 2026 with Tech to the Rescue and Board.dev. Register here: https://us02web.zoom.us/webinar/register/WN_DSDEIrLFQxSApI8zQIUhyA#/registration _______________________________Start a conversation :)Register to attend a webinar in real time, and find all past transcripts at https://communityit.com/webinars/email Carolyn at [email protected] LinkedIn on reddit/r/nonprofitITmanagementon the Community IT websiteThanks for listening.