Structure and Implementation of New Practical English Textbooks Driven by Artificial Intelligence

Explain Like I'm Normal

Researchers developed an AI-driven English textbook architecture that uses knowledge mapping and learner profiling to adapt in real-time. In a trial with 186 students, the system significantly boosted completion accuracy and speaking scores compared to static digital versions. This marks a shift from textbooks as content repositories to active diagnostic agents.