Understanding agency in AI helps executive assistants shift from doing tasks to designing the systems behind them. Short learning sprints build confidence and clear misconceptions, so you can respond thoughtfully when AI questions come up. Markdowns and the ladder framework bring structure to AI collaboration, making intent clear and outputs stronger. Continuous learning is what moves assistants from keeping up to leading what comes next.