Knock-in models are genetically engineered organisms where a new gene is inserted at a specific locus within the genome. This technique differs from knockout models, where a gene is completely removed or disrupted. Knock-in models are instrumental for studying the function of genes, understanding disease mechanisms, and developing new therapeutic strategies.