
AI Productivity for Educators
Across recent research and practitioner guidance, a consistent theme emerges: AI is most productive when it automates the routine so you can focus on the human. In practical terms, AI can meaningfully reduce the time you spend on repetitive, well-defined tasks. What it cannot, and should not, replace is the


