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April 3, 2026Open Access

Operationalising Knowledge Harvesting through Artificial Intelligence: An African 8-Principle Framework for Recognition of Prior Learning and Skills Development

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Authors

GKGqira Kabane

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Overview

Reveals an AI framework to enhance skills development in Africa, suggesting greater recognition of local knowledge systems.

Key Points

  • The central aim is to address the disconnect between global AI systems and African knowledge frameworks to facilitate skills development.
  • Developed an African AI framework based on eight principles.
  • Analyzed the misalignment between RPL policies and their execution in education.
  • Explored the impact of language and culture on knowledge recognition.
  • Demonstrated that African data is often misinterpreted by AI models.
  • Highlighted the importance of including multilingual and experiential knowledge.
  • Identified significant knowledge in informal sectors that remains unrecognized.

Cite This Study

Gqira Kabane (2026) studied this question.

synapsesocial.com/papers/69cf5fe05a333a821460ea19https://doi.org/10.5281/zenodo.19361040
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