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As the region advances toward global AI leadership, there is also a need for original ontological contributions emerging from within its own linguistic and intellectual traditions.

An ontology rooted in Arabic conceptual structures could meaningfully enrich the formal and lexical foundations of AI — first at the regional level, and ultimately within the global AI ecosystem.

Technological acceleration must be accompanied by epistemic depth.