The mistake would be to imagine that a society announces No Wasted Geometry and people promptly become less fearful, less status-driven, less possessive, or less hungry for control. They wouldn’t. People formed under scarcity carry scarcity forward. Someone who spent forty years learning that my job is my worth, money is safety, authority protects me, being needed is my identity, losing status means disappearing does not reorganize because abundance arrives — and some people denied agency for decades will use new agency badly when they finally get it. So the project needs a transition theory, not only an end-state one.

The foundational rule

Increase capacity faster than you increase unbounded power.

That handles the knife-versus-bioweapon problem directly. No Wasted Geometry does not mean everyone gets unrestricted access to every capability — that confuses developmental access with operational permission. A society can develop someone’s scientific capacity while still preventing unsupervised access to dangerous pathogens; a child can develop mechanical ability without being handed an airliner. So the transition holds two commitments at once — do not unnecessarily suppress capacity, and do not release consequential power beyond demonstrated capacity to carry its consequences. In short, formation precedes jurisdiction, worked out in Graduated Jurisdiction.

What the transition is between

The transition has a shape worth naming before the phases: it is the movement from an industrial ecology, organized around the scarcity of human labor, to an AI ecology, where productive capacity resides in machines, models, and capital and labor is no longer the basis of participation. That movement is why the framework is timely now rather than a century ago — and why it must function first as a transition architecture, doing the work of the uncouplings. The full comparison of the two ecologies, and why the mixed middle is the most dangerous stretch, is worked out in Industrial and AI Ecology.

Ten phases

  1. Guarantee enough ground that panic falls. You can’t develop capacity while people are trapped in survival math. Reduce catastrophic insecurity — healthcare, food, shelter, education, mobility, basic digital access — not as luxury or equal outcomes, but as a floor beneath participation, so fewer choices are driven by “if I stop complying, I may not survive.”
  2. Separate livelihood from identity without destroying contribution. Move the cultural question from what do you do? toward what are you working on, developing, carrying? — with employment as one answer among many. Crucially, never attack work as meaningless; that insults generations whose dignity was built through it. The message is: work mattered, contribution still matters, employment simply no longer has to carry the entire burden of standing.
  3. Build formation systems before tearing down old roles. If jobs vanish and society just says “go discover yourself,” you get disorientation. Build the formation infrastructure first — mentors, apprenticeships, civic projects, lifelong education, maker spaces, arts and research access, caregiving systems — so emerging capacity has somewhere to land, especially for adults sealed for decades.
  4. Treat anger and domination as transition phenomena without romanticizing them. People long denied agency may overcorrect — newfound freedom curdling quickly into domination. Understanding the origin does not excuse the harm: capacity deserves development; harm still requires containment. Justice becomes developmental without ceasing to be protective — contain dangerous behavior, require accountability, but preserve the possibility of future participation rather than converting failure into permanent disposal.
  5. Introduce graduated access to consequential capability. Knowledge broadly available; consequential operational power scaled to competence, accountability, oversight, and potential harm. See Graduated Jurisdiction.
  6. Create many more intermediate forms of responsibility. Today we jump from ordinary citizen to manager, expert, politician, owner. The transition needs thousands of intermediate jurisdictions — temporary leadership, apprentice authority, community stewardship, project-specific rights, rotating councils, bounded expert vetoes — so people can practice carrying consequence before being handed enormous consequence.
  7. Deconcentrate powers that become existentially dangerous. The transition can’t rely on everyone becoming wiser. When one actor controls frontier AI, mass robotics, critical infrastructure, finance, surveillance, and communications, individual development isn’t enough — it needs constitutional limits on concentration, because the ecology turns fragile when too much of its future rides on one participant. (Governments included.)
  8. Give society new status systems before old ones collapse. People need recognition; if wealth, title, and rank weaken and nothing healthy replaces them, people manufacture status through extremism, domination, notoriety, or control. So cultivate recognition for mastery, stewardship, teaching, creation, repair, reliability, discovery, service, and the development of others — organic recognition, not state-assigned social-credit points. Status remains; what earns it changes.
  9. Normalize repeated identity death. A fifty-year-old whose profession disappears may lose not just income but who I am. Institutions should assume people cycle through competence → disruption → disorientation → exploration → formation → renewed participation, and treat that as normal rather than shameful. The ability to re-form without losing standing becomes a major capacity in itself.
  10. Transition generations differently. The first generation carries scarcity memory, job identity, status anxiety, and suspicion of those who don’t “work”; the second carries less; by the third, contribution without compulsory employment may feel ordinary. The system must not demand psychological change faster than people can metabolize it.

The danger-management trio

Running through all of it:

Standing is universal. Development is supported. Jurisdiction is earned and bounded by consequence.

Everyone belongs; everyone deserves developmental opportunity; but the greater the power one can exert over the ecology, the greater the competence, accountability, distributed oversight, and reversibility required. We don’t cross the AI transition by either restraining human capacity or indiscriminately unleashing it. We build a society that keeps getting better at answering: what capacity is trying to come online here — and what level of consequence is this participant presently competent to carry?

Host every stage, capture by none

A crucial refinement: the transition doesn’t require everyone to reach the same advanced worldview. A workable architecture has to host people at very different stages of development at once — the person who needs honorable duty, the one who needs achievement, the one who needs inclusion, the one who needs legitimate agency and bounded challenge — giving each a real place to operate without letting any one of them capture the whole system. That is far more sophisticated, and more humane, than trying to educate everyone into a single mindset:

No Wasted Geometry does not require everyone to become highly developed before the society can work. It requires institutions capable of giving different developmental orientations legitimate but bounded ways to participate.

The cultural arc

  • Today: prove your usefulness or lose standing.
  • Transition: you have standing — now develop your capacity and learn how to participate.
  • Mature: the ecology invests in your becoming, because your development and the field’s development are inseparable.

That is a transition measured in generations, not years — which is exactly why it needs a path, and not only a destination.

And the path has a speed limit of its own: pacing and absorption — why the rate at which capability arrives must stay commensurate with the ecology’s capacity to absorb it, and why preserving that time is a transition project before all the others.

And one burden the transition carries from its very first step is not of its own making: the accumulated damage of the system it inherits. Why that is a transition category rather than a refutation of standing — and why its true cost is far lower than it first appears — is worked out in legacy and repair.