Human-Centered AI and Data with Meena Das
This episode is sponsored by Bloomerang, a solution that helps nonprofits like ShowerUp, which provides mobile showers and personal care for those experiencing homelessness. Thanks to Bloomerang, ShowerUp increased their volunteer signups by 60% and first-time donors by making it easy to give right on their site. ShowerUp's Executive Director, Paul Schmit, said, "Bloomerang is an ideal marriage of volunteer and donor management. The deeper we get into it, the more we love it." If you want to see how ShowerUp easily manages its volunteers and donors with Bloomerang, go to bloomerang.com/bearing-witness.
In This Episode
AI has seemed to blow in like a tornado this past year. The rapid development of AI has brought both excitement and concerns around potential biases and inequities.
In this episode, data equity expert Meena discusses why we need to be intentional about centering humans and promoting inclusivity as AI becomes more ubiquitous. Meena emphasizes that data is ultimately about people - we are the data points that these systems analyze and make predictions from. If AI models are trained on datasets lacking diverse representation, they will perpetuate harmful biases and alienate entire communities.
Meena advocates for having open conversations to develop organizational "AI values" that prioritize ethics, accountability, and evaluating real-world impacts. Rather than rushing to adopt shiny new AI tools, she urges taking a step back to understand how the technology aligns with an organization's mission and equitably serves all stakeholders. Meena shares examples of responsible AI practices in action.
About Meena Das
Meena Das (she/her) is the CEO, consultant, and facilitator of two practices - NamasteData and Data Is For Everyone. Namaste Data focuses on advancing data equity for nonprofits and social impact agencies, while Data Is For Everyone provides tools and resources to help people learn how to navigate the world of data. Meena is a specialist in designing and teaching equitable research tools and analyzing engagement. She supports nonprofits in three critical areas: data collection assessments, community surveys, and staff workshops on topics like improving data equity and human-centric algorithms.
Connect with Meena Das
Website | LinkedIn | Dear Human Newsletter | Data Uncollected Newsletter
Connect with Maria
Speaking & Training | LinkedIn | Email
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