Children across cultures discover data patterns without formal instruction using a general-purpose learning mechanism. This process, termed algorithm induction, allows humans to learn flexibly and rapidly. The Nature study suggests these innate cognitive shortcuts mirror certain machine learning goals. Researchers can now apply these biological insights to improve how AI models generalize from sparse data.