The Cracked Mirror: What AI Reflects About Us, and What It Can’t
Joshua LaMar from Amplinate on AI's cracked mirror in research: The Three Mirrors framework for a hybrid qual model balancing AI speed with human judgement.
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Remove the friction, not the Human: A perspective of the role of AI in Qualitative Research in South Africa
Samantha Loggenberg from Insights Edge, on AI in African qual research: a "bothism" approach to removing friction while protecting real human proximity.
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What AI Can’t See: Cultural Sovereignty and the Human Intelligence Layer
Nichola Quail on why AI defaults to Western norms — and how a human intelligence layer brings cultural sovereignty to AI research.
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AI-Moderated Interviews in Practice: Promise, Pitfalls, and Human Oversight
Jeremy Cochran from Burke asks: are AI-moderated interviews really qual research? Why they're a qual-quant hybrid needing human oversight to work.