Automatic laser seed chipping system integrates advanced technologies such as artificial intelligence, robot vision, and dynamic laser cutting. It precisely excises a specific quantity of endosperm from seeds without damaging the embryo, while maintaining a one-to-one correspondence between the endosperm and the embryo-containing seed portion for storage.