Dr. Cornelia C. Walther is a humanitarian leader with 20+ years at the UN driving social change. Now a Wharton/University of Pennsylvania Fellow, she pioneers prosocial AI research through the global POZE alliance to build Agency amid AI for All. Her focus Is on harnessing AI to bring out the best in and for people and planet.
, which makes us vulnerable to bias. While advantageous for efficiency, this tendency fuels binary thinking: black and white, good and bad, us versus them. It’s a cognitive shortcut that drives the appeal of populist narratives and Hollywood blockbusters. While harmless in the realm of fiction, this oversimplification becomes problematic when applied to human relationships and societal dynamics.Stereotypes are pervasive across all cultures, communities, and contexts.
This limitation doesn’t just affect human relationships; it reverberates through systems, institutions, and technologies — particularly artificial intelligence.Just like natural intelligence, artificial intelligence is not immune to cognitive biases. In fact, it amplifies them. The concept of data as a proxy plays a significant role in how AI systems are trained and operate.is used when direct measurement of a variable is impractical or impossible, relying instead on closely correlated metrics.
Discrimination Marginalization Boxes A-Frame Prosocial AI Technology Inclusion Open Mindedness Deliberate
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