The AI ecosystem contains genuine robustness signals. It is also being systematically pushed toward fragility by the optimization logic of the installation period. Through Olivier Hamant’s biological framework, a path toward cognitive independence — for individuals, organizations, and states — becomes visible. It requires treating open infrastructure as a commons, ownership as a political act, and digital sovereignty as a precondition for everything else.