The ideal approach combines AI tools with human instruction, leveraging technology to complement teaching while maintaining the essential human connection in education.

AI tutors are increasingly assisting students software testing training in calicut by providing personalized lessons, instant feedback, and adaptive learning paths. While they enhance learning efficiency and accessibility, they cannot fully replace human teachers, who offer emotional support, mentorship, and critical thinking guidance.