Your path forward
AI is moving fast, and some people are being displaced with every new step. Plans built around scarcity left too many people out. Those old structures are giving way, and the new one must bring everyone. We plan for abundance: enough room for everyone to grow. Find your starting point, take one step a week, and see the new niches opening near you. Nobody gets to 2046 unless we all get there together, and it starts with your next step.
Nobody gets to 2046 unless we all get there together.
Young builders
You're in school or just starting out, and wondering where you fit.
- Use AI as a tutor for one subject this week: ask it to quiz you, not to answer for you.
- Build one small thing you wish existed - a page, a tool, a plan - with an AI helper.
- Show it to someone and ask what would make it more useful. Change one thing.
- Teach a friend how you built it. Teaching is how builders grow.
New niches opening near you
- Building small tools for local clubs, shops and schools
- Explaining AI to people who feel left out
- Creative work - music, art, games - with AI as your studio crew
- Hands-on technical work - electrical, robotics, advanced manufacturing - learned faster with AI as your tutor
For young builders → · Learn it step by step in the Academy →
Parents and teachers
You want the young people you care about to grow with AI, not be replaced by it.
- Spend fifteen minutes using AI as a tutor together with a young person.
- Agree on two family or classroom rules: what AI is for, and what we always do ourselves.
- Learn one privacy setting on the AI tools in your home or classroom.
- Help one young person build and share a small project.
New niches opening near you
- Coaching young people to learn with AI, not around it
- Designing classroom projects where AI does the busywork and people do the thinking
- Community workshops for families
Children and learning → · Learn it step by step in the Academy →
Workers whose jobs are changing
Your work is changing - or has already been displaced - and you weren't asked.
- List three tasks that eat your time at work. Try one of them with an AI helper; keep the judgment yours.
- Write down what you know that a machine doesn't: the people, the place, the craft.
- Pick one new skill near your work and spend one hour on it with AI as your tutor.
- Talk to one person already working in a niche below that interests you, and ask what the first rung looked like.
New niches opening near you
- Running, maintaining and re-tooling the new automated lines and systems at your workplace
- The physical build-out - power, grid, data centers and new factories need electricians, technicians and builders
- Teaching and supporting others through the change
- Small local services AI makes newly affordable to start
Work and jobs → · Learn it step by step in the Academy → · Use AI in the job you have now →
Software developers
Agents are writing more of the code. Your craft is moving up a layer.
- Hand one well-scoped task to a coding agent and review every line it writes.
- Write the spec first: goal, constraints, how you'll know it worked.
- Orchestrate two agents on one feature - one builds, one reviews - and decide yourself.
- Teach one orchestration lesson to a newer developer.
New niches opening near you
- Designing and supervising agent teams
- Safety, review and testing of AI-built systems
- Helping small organizations adopt agents responsibly
Everyone else - seniors, the curious, the worried
You're not sure where to start, or whether AI is for you at all.
- Ask a free AI service one question you've always wondered about.
- Ask it to explain something from your own life or work, then check one claim it makes.
- Use it once to help someone else - a letter, a plan, a recipe.
- Tell us what still worries you, so our panel can study it.
New niches opening near you
- Sharing your life experience - mentoring, local history, community knowledge - with AI as your helper
- Volunteering to help neighbors get started
- Hobbies made bigger with AI as a helper
The "I took this step" buttons send only which step - no name, no email, nothing about you - so we can see whether our help is really helping. One step a week is plenty. Tell us what's in your way.