Keep people in the loop.
Let AI offer a first draft or a starting point. Keep human judgment, responsibility, and relationships at the center.
02 / POSSIBILITIESPOSSIBILITIES, NOT PREDICTIONS
Keep the part
you love.
Think about the reason you chose your work. Now imagine more of your day spent there.
LET AI HELP WITH
- First drafts of practice questions
- Routine class updates
- Adapting lesson materials
MAKE MORE ROOM FORThat moment a
That moment a
student lights up.
Help a student understand. Build their confidence. Make a lesson come alive.
Illustrative examples, not study findings. Results depend on the task, tools, and human review. Time saved should benefit the people doing the work.
THE CHOICES THAT MATTERBETTER WORK DOESN’T HAPPEN AUTOMATICALLY
Make progress
personal.
Saving time is only the beginning. What we choose to do with it matters just as much.
Give people a say.
The people doing the work should help decide which tasks to change. Pair new tools with time to learn them.
Share the time saved.
Better work can mean more thoughtful work, less overload, or more room for life. Make that benefit intentional.
Some roles will be disrupted or displaced. Optimism needs to come with support: practical training, worker involvement, and help through transitions. A better future is something we build.
More attention.
More life.
AI can take some of the friction out of a workday. The goal is to put that time back in human hands.
See what the research says