The Stable

The book made claims about a transition that is happening right now. Each entry here takes one real event and scores it against one of those claims. The standing question never changes: who owns the machine?

The ledger, by claim. Verdicts as scored, entry by entry.
ClaimConfirmsComplicatesRefutesLatest
C1 · Labour share210September 2026
C2 · Micro giants200August 2026
C3 · Frontier ledger430September 2026
C4 · Working examples030September 2026
C5 · Displacement110September 2026
C6 · Politics210August 2026
C7 · Bonus problem120September 2026
All entries12110

How to read the verdicts. Confirms: the event went the way the claim said it would. Complicates: the outcome matches the claim but the route or the wording does not, so the book has something to correct or draw out; it is a finding about the argument, not a point for the other side. Refutes: the claim failed. A ledger that only ever confirms is marketing.

By claim

C1 · Labour share

The split between productivity and pay is real, global and ongoing; the labour share of income keeps trending down and AI accelerates the mechanism.

C2 · Micro giants

The link between headcount and value is collapsing; firms with tiny staff and giant revenues are the template, and revenue-per-employee is the metric to watch.

C3 · Frontier ledger

The AI build-out is history's largest private capital-formation event, and the gains are being banked as assets owned by the frontier, with no line reserving a claim for workers or citizens. Ownership is already concentrated (the Giant Three vote a fifth of every large US company).

C4 · Working examples

Citizen ownership works at scale in exactly two live cases, Norway's sovereign fund and the Alaska Permanent Fund, and the features that make each survive are SPLIT BETWEEN THEM rather than shared. Norway has the accumulation engine: an arm's-length manager, a spending rule set below the real return, and a ring fence that has held on institutional consensus rather than by law. Alaska has what Norway lacks, a universal payout that makes ownership felt and creates a constituency that defends it. Alaska entrenched the fund's principal in its constitution in 1976 but left the dividend to annual appropriation, which Wielechowski (2017) confirmed. Neither fund has both halves, and welding them is the thing that has still to be built.

C5 · Displacement

Automation decouples output from employment: floors empty and output holds. Entry-level cognitive work is the current front line.

C6 · Politics

Predistribution proposals will keep surfacing, and most will fail the book's design criteria (fund the stake from assets, not taxes; universal, not means-tested; insulated from raid; built before the gains are gone).

C7 · Bonus problem

Workers' own output is the training input for the systems that flatten their advantage, and it is taken without royalty, consent or any claim on the resulting asset. The book calls this the Bonus Problem: experts fund their own wage cut by teaching the model, and the commons they built is enclosed as private capital.