Google AI Research is investigating how generative models can foster future-ready skills in students. The study focuses on personalized learning paths and adaptive tutoring systems. It aims to move beyond simple content generation toward cognitive development. Educators can use these findings to integrate LLMs into curricula without replacing critical thinking.