Comparison of the strengths of humans and statistical machines, illustrating their complementary generalization in human–AI teaming scenarios. Credit: Nature Machine Intelligence (2025). DOI: 10.1038/s42256-025-01109-4 How do humans manage to adapt to completely new situations and why do machines so often struggle with this? This central question is explored by researchers from cognitive science and artificial intelligence (AI) in a joint article published