In the second phase attendees are invited to critically examine these frameworks through the lens of leading thinkers like Timnit Gebru, Abeba Birhane, Ruha Benjamin, and Kate Crawford—unpacking how AI systems can reinforce or challenge global power structures. With case studies on hiring systems, predictive policing, and AI in conflict zones, the workshop makes theory tangible, showing where ethical principles succeed and where they fall short.
The final layer equips participants with a justice-centered toolkit: the ability to analyze AI systems through both foundational and critical lenses, apply ethics to real-world decision-making, and connect insights back to their own professional contexts. By blending frameworks, critiques, and practice, Asma ensures attendees don’t just leave with concepts—they leave with the confidence to question, reframe, and lead conversations on ethical AI in their fields.
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