Signal is evidence. Culture is judgement.

Study: AI-enhanced assessment of hybrid musical competencies in Kenyan folk-fusion curricula
Design: Design-based research · two cycles
Sites: Kabarak University · Kenyatta University

Figure — amplitude motif, fixed seed. Not measurement data.

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