Gene editing is revolutionizing agriculture, with techniques like CRISPR allowing for precise modifications of plant genes. While traditional genetic engineering focused on single genes, modern advancements emphasize genomic selection, utilizing machine learning to analyze entire genomes for optimal plant combinations. This shift in technology promises to enhance crop yields and address global food demands without relying solely on transgenic methods.