The mix of AI and CRISPR gene editing is changing how we upgrade grain crops, which feed much of the world. In this inaugural perspective, we propose a transformative framework to close the gap between computational prediction and field performance. Rather than presenting new data, we call for a paradigm shift toward explainable AI, digital twins, federated learning, and breeder-centric platforms. We argue that only through integrated, transparent, and collaborative systems can we realize the full promise of precision breeding for global food security. Still, translating computational predictions into successful crop performance in the field often fails or exhibits rapid performance decline.... More >

Plant biotechnology has been transformed by CRISPR-Cas genome editing, which has improved crops with previously unheard-of accuracy and efficiency. Base editing, prime editing, and enhanced delivery systems are the most recent CRISPR applications for plant genome editing. Advances like CRISPR-Act3.0 and HDR-mediated precise insertions have expanded plant genetic engineering tools. We discuss successful applications in rice, wheat, maize, and woody species that have resulted in improvements in disease resistance, stress tolerance, and yield. Despite delivery efficiency and off-target effects, CRISPR technology suggests sustainable global agriculture and climate adaptation. More >