A vice president of product opens her laptop to find the AI model her team spent weeks developing has been overtaken by a new, faster, and cheaper alternative. The CEO shares news about a competitor’s similar move, and the team faces constant pressure to keep up. Unlike past disruptions, AI is relentless and self-accelerating, meaning there is no finish line—only continuous waves of innovation. The old playbook of moving fast to survive no longer suffices, as it risks exhausting organizations and their people. Instead, companies must adopt strategies to endure this steady-state disruption by building permanent AI teams, operating with dual tempos (fast and slow innovation cycles), and embedding continuous learning into everyday work. These approaches help shift the burden of change from individuals to organizational structures, preventing burnout and fostering sustainable adaptation. Leaders who embrace this mindset and restructure their organizations accordingly will thrive amid the ongoing AI revolution.
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