A readiness pair joins a capability to what must already exist when that capability becomes ordinary. The pair is not a wish list. Each item is something that becomes much harder, or impossible, to build once the capability has spread. The reason it is cheaper first is part of the pair.
Pairs for the eight capabilities
| Capability | Must exist first | Why it is cheaper first | Worked out in |
|---|---|---|---|
| Scoring and gatekeeping | contestability: a right to know why, a human to appeal to, and a path back after refusal; no score used across unrelated domains | once every gate runs on one profile, there is no human process left to restore | gatekeeper AI |
| Ambient sensing and inference | limits on what may be inferred about a person, firebreaks that keep data from being joined across domains, and the right not to be read | data once gathered and joined cannot be ungathered | AI surveillance |
| Delegated governance | limits on what systems may decide, human reasons recorded for every public decision, and decisions that can be reversed | officials who have stopped deciding lose the skill and the standing to resume | benevolent AI governance |
| Persuasion and companionship | disclosure of human or AI in every conversation that matters; provenance for human work; human presence that stays available | once people cannot tell human from machine, demand for human presence collapses | protector dependency |
| Autonomous agents | a human answerable for every consequential action; limits on what agents may commit; the ability to stop and unwind | errors at machine speed outrun any remedy built afterward | human enclosure |
| Cognitive automation | the floor, paid before displacement peaks; apprenticeship pipelines kept running | a population already displaced cannot bargain, and a skill lost for a generation cannot be taught again | job displacement |
| Robots in physical work | the same floor, plus regional transition funds for places that depend on physical jobs | physical work is the fallback; once it goes too, there is nowhere left to move | job displacement |
| Self-directed improvement | demonstrated recovery capability before deployment at the highest levels; verification that rivals can trust | control cannot be retrofitted to a system that already resists correction | loss of control, strategic competition |
Each capability, with its readiness pair in full: automating cognitive work], autonomous agents], scoring and gatekeeping], ambient sensing and inference], persuasion and companionship], robots and physical work], delegated governance], self-directed improvement.
Pairs for the economic transition
| What arrives | Must exist first | Why it is cheaper first | Worked out in |
|---|---|---|---|
| Mass displacement | floor credits, partial and rising | a ratchet must begin before need is acute | the standing transition |
| AI firms self-supplying their inputs | the public share, attached at grid, permits, data, spectrum | leverage fades as firms build their own | writing circulation into the rules |
| Dependence on a single provider | essential-layer duties and a second provider | building an alternative after lock-in means competing with what everyone uses | when a builder holds an essential layer |
| Machine work indistinguishable from human | provenance and disclosure standards | demand for human contribution collapses once no one can tell | how contribution gets paid |
| Figures that carry money | the estimator pool | a single official figure, once established, is hard to dislodge | who measures |
| Money tied to output | output measured net of depletion | an issuer following ordinary output pays for consuming the foundations | who creates money |
| Concentration in scarce goods | credit limits and the closed-field test | limiting further purchases is easy; undoing holdings is not | who holds what is scarce |
Each economic pair in full: the floor before displacement, the public share before leverage fades, essential layers before lock-in, provenance before indistinguishable work, independent measures before money depends on them, money tied to sustainable output, credit limits before concentration.
What every pair depends on
Four kinds of readiness sit under all the pairs above:
- Competence-preserving design. Systems built to leave people more able, not less, so that human skill survives long enough to take over when a system fails.
- Preserved alternatives. A second provider, a manual fallback, a system that can be forked. An ecology with only one way of doing something essential has no readiness for that thing failing.
- Independent institutions. Appeal bodies, measurers, courts, and a free press able to act without the permission of whoever runs the systems.
- Material security. People who are not afraid for their survival can afford to refuse, contest, and leave. Without the floor, every other right is easier to trade away.
Each pair is a deadline set not by a date but by how fast its capability spreads.