AI's true competitive advantage lies not in the technology itself, but in the organizational capability that surrounds it, transforming processes and decision-making. Treating AI solely as software overlooks the significant organizational costs of redesigning workflows, skill development, and establishing learning loops. Developers and leaders must focus on building adaptable organizations capable of leveraging AI for differentiated performance beyond mere efficiency gains.
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