Can we scale our way out of the crisis? Many in the tech world believe that AI's wide adoption will boost stagnating economies, increasing innovation and social welfare. From a growth-critical perspective, this talk dissects such ambitions, showing how the confluence of tech ideologies and the global growth paradigm intensifies extraction, and risks social as well as ecological deterioration.