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HC-RE's persistent lifecycle concentration and theory-practice gap stems from a surprising disconnect between two parallel integration traditions: Cognitive-Formal and Participatory-Iterative pathways.
Current methodologies leave AI projects floundering in translation, failing to bridge the gap between business needs and concrete ML tasks.