Abstract: Prevailing narratives surrounding artificial intelligence adoption frequently emphasize workforce reduction and job displacement, framing employees as liabilities rather than assets. This article challenges that orthodoxy by synthesizing organizational research, strategic human capital literature, and emerging practitioner evidence to argue that sustainable competitive advantage lies in augmentation rather than replacement. Drawing on sociotechnical systems theory, capability-based strategy, and innovation diffusion research, we examine how leading organizations are reframing AI implementation as a human capital investment rather than a substitution strategy. Through industry-spanning examples and evidence-based interventions, we demonstrate that firms pursuing augmentation strategies report superior innovation outcomes, employee engagement, and operational resilience. The article concludes with a framework for building augmentation-oriented organizational capabilities centered on skills evolution, distributed decision rights, and human-AI collaboration architectures that preserve rather than erode human judgment and accountability.
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