<p>➀ Researchers from Bielefeld University and international institutions published a study in Nature Machine Intelligence, highlighting fundamental differences in how humans and AI systems generalize knowledge. Humans rely on conceptual thinking, while machines use methods like Out-of-Domain Generalization and neuro-symbolic AI;</p><p>➁ The interdisciplinary collaboration involving over 20 experts emphasizes the need to bridge cognitive science and AI research to create systems that align with human values and decision-making;</p><p>➂ The study is part of the SAIL project, funded by North Rhine-Westphalia, aiming to develop sustainable, transparent, and human-centered AI technologies throughout their lifecycle.</p>