Google AI Research is investigating how generative models can cultivate future-ready skills in students. The study focuses on personalized learning paths and adaptive feedback loops. This research targets the gap between traditional curricula and evolving technical needs. Educators can use these findings to integrate AI-driven tutoring into classrooms without replacing human instruction.