Harnessing AI for English Language Learning through Personalized Methods and Adaptive Technologies

English language learning has evolved with the integration of Artificial Intelligence (AI), offering personalized and adaptive methodologies to cater to diverse learner needs. This research aims at reviewing the effectiveness of incorporating technologies in Language Learning through AI technologies including NLP, recommendation system and Intelligent adaptive learning system. These system-based architectures depend on user interactions and offer learned education paths, interaction feedback, and narrated content. The study employed post-experimental experiments based on 500 learners with control and AI-based groups, all of whom were assessed on language acquisition progression for 12 weeks. Analysis of results showed a 35% higher improvement in the Group that received assistance from the AI as compared to those who were part of the Control Group–improvements that were noted in Vocabulary, Grammar, and the Ability to Conduct Convergent Conversations. These results highlight how AI might readily be harnessed in making learning experiences insightful and fluid. Therefore, this study establishes that flexible AI technologies are useful in enhancing the teaching and learning of English language for ever-evolving learning environment.