Global space agencies are developing innovative defensive technologies to address the asteroid collision threat, exemplified by NASA’s DART mission. Artificial intelligence, particularly artificial neural networks, enhances the accuracy of predicting near-Earth object paths, allowing for earlier identification of collision threats. Future space