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Model Fatigue Hits AI Industry as Release Overload Causes Burnout and Fragmentation

Model Fatigue Hits AI Industry as Release Overload Causes Burnout and Fragmentation

Model fatigue has emerged as developers, researchers, and organizations struggle to keep pace with a flood of new AI releases that arrive weekly. Rapid improvements create evaluation burnout, high switching costs, and fragmented focus, shifting the core challenge from adoption to sustainable selection and integration. This maturing industry must now balance innovation with stability.