Rethink School · The AI Roadmap

AI isn’t a subject to add. It’s a reason to redesign the day.

A four-phase roadmap for school boards and leaders. Start with rules everyone understands, then equip people, then rethink how the six hours are spent — and prove it worked.

1Govern 2Equip 3Redesign 4Prove Living wage ready →
Phase 1 · Now

Govern

Set clear, simple rules before anything else. Students are already using AI; the only question is whether the school has said how.

  • Adopt an AI acceptable-use policy
    Written with staff and families, reviewed by counsel, adopted by the board.
  • Control the learning environment
    Teachers mark each assignment Red (human only, shown in the room), Yellow (AI-assisted) or Green (AI-open), with AI use disclosed.
  • Pick one vetted platform
    Choose a school-approved AI tool on school-issued devices; vet anything else before it is used for school work.
  • Govern the work, not the device
    You can’t ban AI — it’s everywhere. Govern school work, and prove learning in the room: blue book, oral defense, seminar.
Phase 2

Equip

The tool is cheap. The people are the investment. Every adult in the building needs to be fluent before students are asked to be.

  • Train every learning facilitator
    Hands-on practice designing lessons and assessments for an AI world, not a one-off slideshow.
  • Move from sage on the stage to guide on the side
    Coaching questions, feedback and judgment instead of delivering content.
  • Embed AI across the program
    Not a single elective — part of how every subject is taught and assessed.
  • Bring families along
    Show parents how AI is used in class and what good AI use looks like at home.
Phase 3

Redesign

More than $20,000 and roughly 1,080 hours a year per student. Spend them on what only a school can do.

  • Trade lecture time for question time
    Projects, debate, labs and oral defense — the work AI can’t do for you.
  • Set measurable non-negotiables
    Academic and human: public speaking, a two-minute conversation, a firm handshake and eye contact, financial literacy.
  • Build real work experience in
    Job shadow junior year; an internship or job senior year.
  • Create stackable credential pathways
    Industry credentials mapped grade by grade, including AI certifications.
Phase 4

Prove

Measure what matters and publish it. A roadmap without results is a brochure.

  • Measure growth, not just scores
    Normed growth in reading and math as the floor, with ambitious individual targets.
  • Track credentials earned
    How many students graduate holding something an employer will pay for.
  • Follow graduates out the door
    College, work and “living wage ready” outcomes one and three years later.
  • Revisit the policy annually
    The tools change every few months. The board’s rules should keep up.

College · Workforce · Life

Living wage ready at graduation — credential in hand.

Every graduate should walk across the stage with real options: accepted to college, qualified for a good job, or headed into a trade — and the freedom to choose. A credential isn’t a substitute for college. It’s a head start and a safety net.

≈ $30/hr

What one adult needs to cover the basics in San Diego County — about $64,000 a year.¹

The goal: every graduate qualified for at least one job on a path to that wage, or enrolled in the college or training that leads there.

Ready for

College

  • A–G courses completed for UC and CSU eligibility
  • Every student applies to a four-year college
  • College credit earned in high school through dual enrollment
  • Reading and math growth that keeps college-ready targets in sight
Ready for

The workforce

  • At least one industry credential employers pay for
  • A job shadow junior year; an internship or job senior year
  • Resume, LinkedIn profile and an interview they’ve practiced
  • References from real supervisors, not just teachers
Ready for

Life

  • Financial literacy: a budget, credit, taxes, a first paycheck
  • Public speaking, a two-minute conversation, a firm handshake
  • Community service — at least 20 hours
  • AI fluency: knowing when to use it, and when not to

The pathway, grade by grade.

Credentials stack. Each year builds on the last, so a student who changes direction keeps what they’ve earned.

  1. 9th grade Explore Try all five sectors. Earn foundational credentials like CPR and First Aid and an introductory AI certificate.
  2. 10th grade Choose Pick a sector and earn its entry-level credential. Start a resume.
  3. 11th grade Experience Job shadow with a local employer. Stack an intermediate credential.
  4. 12th grade Launch Industry credential plus an internship or job. College applications in. An exit interview to prove it.
Five sectors: Healthcare Defense & IT Artificial intelligence Skilled trades Public safety

Imagine a senior who graduates holding an FAA drone pilot certificate, a nursing assistant license, or Google and Microsoft AI certifications — and a college acceptance letter.

Then the graduate chooses.

Four-year university Community college Apprenticeship or trade Straight to work Military or public service

Or a mix: work part-time with the credential while finishing a degree. No door closed, no student stuck.

¹ MIT Living Wage Calculator, San Diego County, one adult with no children (2025 data): $30.71 an hour.

What still has to be learned

When the machine has the answers, what does a graduate need?

Not less learning — different learning. Every one of these can be measured, and should be.

AskFrame a problem worth solving and the question that cracks it open.
JudgeTell a good answer from a confident wrong one. Check sources. Spot bias.
CommunicateSpeak, write and present clearly to real audiences — in person.
MakeBuild something real with the tools: a product, a plan, a piece of work.
ConnectWork in teams, read a room, earn trust. The handshake still matters.
Keep learningStay with hard problems, and keep teaching yourself the next thing — for life.

For the board meeting

Five questions every school board should ask this year.

  1. 01Do we have an AI policy students, teachers and parents can explain in one sentence?
  2. 02Which learning must students show in the room, without AI — and why?
  3. 03How much of the six-hour day is still spent transmitting answers?
  4. 04What can our graduates do that AI cannot — and how do we measure it?
  5. 05Are we spending our $20,000 per student on what only a school can provide?

Working on this at your school?

Let’s compare notes — policy drafts, graduate models, credential pathways and what’s working in classrooms.

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