<p>➀ Researchers from Bielefeld University and international institutions highlight key differences in how humans and AI systems generalize knowledge; </p><p>➀ The study underscores the need for interdisciplinary collaboration between cognitive science and AI to align AI's generalization methods with human reasoning; </p><p>➂ The SAIL project, funded by North Rhine-Westphalia, aims to develop sustainable and human-centered AI systems through a shared conceptual framework.</p>