An inherent tension between system performance and interpretability in AI systems creates explainability-trust dilemmas, characterized by opaque reasoning processes, ambiguous knowledge provenance, and demands for human-centered evaluation frameworks.

Authors

• Person: Not available Organization: Frontiers
  Practices, opportunities and challenges in the fusion of knowledge ...

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• Practices, opportunities and challenges in the fusion of knowledge ... www.frontiersin.org Frontiers via serper

Referenced by nodes (1)

• artificial intelligence concept