
New Books in Popular Culture Human Leadership for Humane Technology
Sep 9, 2025
Cornelia C. Walther, an author and senior fellow at the University of Pennsylvania, dives into technology's societal impact. She shares insights from her extensive humanitarian work, highlighting digital inequality during the pandemic. Walther discusses her concept of 'Aspirational Algorithms,' which aim to enhance human capabilities rather than exploit them. The conversation touches on ethical responsibilities in AI, the importance of including diverse voices in tech development, and how to create 'prosocial' technology that genuinely connects communities.
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Episode notes
The Internet As Door Or Glass Wall
- COVID exposed that the internet can be both a door and a glass wall depending on access and skills.
- Digital tools amplify inclusion for some while deepening exclusion for those lacking devices, connectivity, or know-how.
COVID Fueled The AI Data Boom
- The COVID-driven jump online massively increased data and usage that accelerated generative AI development.
- Major AI advances rested on the pandemic-era data surge and wider online adoption.
Values Decide Algorithmic Outcomes
- Intent matters in algorithm design: values in, values out replaces garbage in, garbage out.
- Building pro-social intent into systems is essential because technology mirrors designers' priorities.


