Adaptive Advantage and Competence Reconfiguration in the AI Era

The article analyzes the impact of artificial intelligence on the value of human intellect, pointing to the phenomenon of the lowering marginal cost of cognition. In a world where generating answers becomes cheap and commonplace, traditional expert knowledge loses its scarcity. Competitive advantage thus shifts from the ability to provide solutions toward the ability to judge them, define goals, and interpret context. The author emphasizes that AI does not so much replace humans as it forces an evolution of competencies—from the era of the brain to the epoch of adaptivity and conscious presence. A key challenge becomes the transformation of professional task sets and the development of the ability to reconfigure one's own skills in response to dynamic changes in the cognitive infrastructure of enterprises.