Predicting heritable traits and genetic liability of disease from individuals´ genomes has important implications for tailoring medical prevention and intervention strategies in precision medicine. He will discuss recent methodological developments to increase predictive performance, specifically focusing on joint analysis of ancestry-diverse individuals and multiple correlated traits.