In this study, the usefulness of learners in implementing ChatGPT to unravel programming challenges was assessed based on their own project results’ scores (S). The study also incorporates other relevant concepts, like AI literacy and programming know-how base. a highly skilled programmer anticipates the unsaid, and handles in the existing numer