Google AI Research is exploring how generative AI can personalize education to build future-ready skills. The initiative focuses on adaptive learning paths that evolve with student progress. This research aims to reduce teacher workload through automated scaffolding. Practitioners can expect new frameworks for integrating LLMs into structured classroom curricula without replacing human instruction.