Artificial intelligence has become a central component of national competitiveness, yet most global assessments of AI readiness rely on static, cross-sectional benchmarks that obscure the dynamic and path-dependent processes through which capability develops, diverges, and stabilizes over time. This study reconceptualizes AI readiness as an evolving system and addresses three questions: the trajectories countries follow as readiness develops (RQ1), the structural foundations shaping these pathwa