artificial intelligence in programming education

Recent developments in artificial intelligence have not only had widespread impacts across various industries but have also been leveraged in the field of education. programming education, recognized as one of the most critical skills in today s world, is now being delivered in a more innovative and efficient manner through the use of ai. this paper first reviews ai techniques and tools in teaching programming languages and then examines modern educational systems. the role of teachers in this context and the changes in their teaching methods are also discussed. additionally, the challenges and opportunities ahead for utilizing ai in education are explored.