The purpose question
“If AI can do the work, what is school for?”
The bell schedule is a ghost of 1892. AI is the forcing function that finally makes the purpose question unavoidable — and answerable.
The clear-eyed read
What's actually going on
Every other concern on this site eventually arrives here. Schooling still runs on a chassis built for the industrial era — age-graded batches, bell schedules, subjects in sealed compartments, products as proof of learning. That design made sense when knowledge was scarce and school was where you got it. We are using a 19th-century map to navigate a 21st-century ocean.
AI collapses the scarcity that the old design was built on. When remembering is the floor rather than the ceiling, the taxonomy of learning shifts upward: curating and questioning, prompting and explaining, comparing and validating, challenging and reflecting, co-creating — and at the top, transforming: using knowledge and tools together for real impact on the world. None of that makes teachers less necessary. It makes the orchestration of human development the job, rather than the delivery of information.
This is not a call to blow up your district for a trend. It is a call to name what school is for — cognitive development, civic preparation, personal flourishing, economic participation — and then test your structures against those purposes deliberately: pilots, evidence, shared vision. AI is the forcing function. The curriculum is the work.
First moves
30 / 90 / 365 days
Sequenced, not simultaneous. The 30-day moves cost little and buy you room; the year is where the change becomes structure.
First 30 days
- Read and share the pivot argument (the essays on this site) with your leadership team — one meeting, one honest conversation about which parts land.
- Run the purpose audit question in leadership: if a visitor watched our school for a week, what would they conclude it is for?
By 90 days
- Convene a cross-role group — leaders, teachers, students, families — around the four purposes and your graduate profile.
- Pick one structure to prototype against purpose: a mastery-based block, a portfolio requirement, an interdisciplinary unit.
Within the year
- Develop a shared curricular vision with a pilot pipeline and governance — the capstone work of Course 3.
- Connect the vision to assessment and reporting so the new purposes are what gets measured and celebrated.
Carry the work
The tools that carry this
Rethinking School
The pivot argument, the H-AI-H model, and Bloom’s reframed for an AI era.
Course 3: Redesigning the K-12 Curriculum
Twelve modules ending in a collaborative convening and a shared curricular vision.
The essays
The Educational Renaissance argument in long form.