Nikita Biradar

CRISPR and Artificial Intelligence in Crop Improvement: A Critical Synthesis for Precision Plant Breeding

It is argued that AI and CRISPR are complementary components of an emerging design-build-test-learn framework rather than a mature autonomous breeding platform, and progress will depend on plant-specific benchmark datasets, prospective validation, multi-environment field trials, interoperable data standards, equitable access to transformation and computational infrastructure, and governance focused on the properties and evidence of resulting products.