Practicum for Volume 2, Chapter 7, "Children: what to teach and where to guide them"
The principle is in the book. Family checks, prompts, and fast-changing details live here.
A child does not need a list of "jobs of the future." A child needs an environment where they keep thinking, trying, making mistakes, comparing quality, and doing things themselves. AI can be a strong assistant if the child still has to make an effort. If AI removes all effort, the skill does not grow.
What to do
- Use the guide to what children should learn when answers get cheap: questions · taste and judgment · agency · live connection · learning how to learn.
- Complete the family 3C audit. Does the child's life include a challenge, complexity, and a living master?
- Set up the family "AI tutor: a hint, not the answer" mode.
- Follow the updated page on AI skills and tools for children.
Who this is for
- Parent: find where the child practices and where they only submit finished work faster.
- Manager: avoid losing the next generation of strong specialists when junior routine is automated.
- Founder: understand the growth environments families will need, including meaningful projects, workshops, mentoring, and hands-on work with AI.
Related materials
- Follow the full route in the Volume 2 workbook.
- For the same adult principle, use the "friction instead of a finished answer" prompt bank.
Version: 2026-07. Review these materials when school AI tools, platform requirements, or family practices for using neural networks change.