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?
| Claim | Confirms | Complicates | Refutes | Latest |
|---|---|---|---|---|
| C1 · Labour share | 2 | 1 | 0 | September 2026 |
| C2 · Micro giants | 2 | 0 | 0 | August 2026 |
| C3 · Frontier ledger | 4 | 3 | 0 | September 2026 |
| C4 · Working examples | 0 | 3 | 0 | September 2026 |
| C5 · Displacement | 1 | 1 | 0 | September 2026 |
| C6 · Politics | 2 | 1 | 0 | August 2026 |
| C7 · Bonus problem | 1 | 2 | 0 | September 2026 |
| All entries | 12 | 11 | 0 |
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.
· C5, Displacement · complicates · ch-01, ch-03
The empty lecture halls
The University of Antwerp opened the academic year with 29 per cent fewer first-year computer science students than last year, after a fall of almost 35 per cent the year before. The city's college lost 40 per cent of its new programming students. Both name the same suspect: young people believe AI will do the programming. Chapter 3 predicted a squeeze at the entry rung from US payroll data. Belgium's High Council for Employment expects it, Dutch payroll data show it next door, and in September the supply side answered. The people who would have been the next juniors are not enrolling.
· C3, Frontier ledger · confirms · ch-02, ch-06, ch-09
Slow down, sell up
On Saturday 12 September Dario Amodei wrote that the industry must slow the pace at which it improves AI models, and Sam Altman, Elon Musk and Demis Hassabis agreed in public. The same day Altman told Fortune that OpenAI will not list in 2026. The same weekend Anthropic picked Nasdaq for an October listing that reports put near 2 trillion dollars, twice the 965 billion at which its private round valued it in May. The warning and the money moved in the same week and in opposite directions. On the register the warning changed nothing: the rise was banked in private and the public is offered the top, while OpenAI's asset stays private outright.
· C1, Labour share · confirms · ch-04
Where the money is
Six days after telling its works council that up to 344 jobs may go, D'Ieteren published half-year results. The car division's adjusted profit fell two thirds, it paid 100 million euros up to the parent anyway, its net debt rose by 150 million, and the group's profit rose because the money now comes from windscreens, not showrooms. The company names digitalisation accelerated by artificial intelligence among the reasons for the cuts, and a shrinking car market is the plainer one. Chapter 4 says what firms make and what they pay have come apart and the difference goes to owners. Every page of the half-year report says the same. Whether AI sped it up is one unmeasured line in the company's own list.
· C3, Frontier ledger · complicates · ch-02, ch-06, ch-08
The state's share
Mistral raised 3 billion euros at a valuation above 21 billion, the largest private round a European technology company has closed. Samsung led. On the register beside it sit an EU-backed fund, the French state's investment bank, the Grand Duchy of Luxembourg and Belfius, the bank the Belgian state owns. Europe's answer to the frontier ledger is to buy a line on it with public money. The claim called the build-out private; in Europe the state is now on the register. The citizen whose state did the buying still holds nothing in her own name. Korea's pension fund at least carries millions of workers' retirement claims. These four carry none.
· C7, Bonus problem · complicates · ch-01, ch-03
Enclosure by purchase
Nvidia is buying Hugging Face for 12.93 billion dollars: about 11.9 billion to the investors, up to a billion to keep the staff and a promise to the community that put 3 million models and half a million datasets on the platform that it will stay open. The book's Bonus Problem is experts funding their own wage cut by teaching the machine without knowing, consenting or being paid. Here the contributors knew and consented, and the outcome is the same: no claim on the asset. The book assumed enclosure needed extraction. It only needed the gate to be for sale.
· C4, Working examples · complicates · ch-08
The annual auction
Alaska's trustees closed the fund's year on 2 September at 91.9 billion dollars. On 1 October every eligible Alaskan receives a 1,000-dollar dividend, plus 200 dollars of energy relief: the forty-fifth dividend in a row and a quarter of what the statutory formula would have paid. A constitutional lock died in committee, a 3,800-dollar cheque could not find the three-quarters needed for a savings draw and the former governor who halved the dividend in 2016 now offers to buy it out. The cheque held, as the book's design says it should. Its size did not: a governor lost his office for halving it once, and a legislature has now paid a quarter of formula for free. The book's third rail runs under one office, not the other.
· C4, Working examples · complicates · ch-08
Anchored, not approved
Norges Bank raised the unlisted-assets question again on 1 September. The fund this book holds up as the working citizen stake has asked twice to enter unlisted equity and been refused twice, both times on a ministry's recommendation. Owning the fund and directing it are not the same thing, and the book never drew that out.
· C7, Bonus problem · complicates · ch-06
The cost of doing business
Sony Music Publishing and Warner Chappell sued Anthropic on 28 August, the fourth music-publisher suit against the company this year and the first to name its founders at filing. The complaint's sharpest line is about the last settlement, not this one: 1.5 billion dollars for half a million books, which it says the company treats as the cost of doing business. The book calls that mechanism the Bonus Problem. The courts are now pricing the commons, which chips at the claim's "without royalty or consent" and leaves its "no claim on the asset" standing.
· C6, Politics · confirms · ch-07, ch-11
The Human Reserve
Bill Gates proposes "Human Reserved" jobs that machines could do but people keep anyway, funded by a tax on AI tokens and robots. The second displacement proposal in three weeks, scored against the book's four design criteria, and the first to reach for the book's own animal.
· C1, Labour share · complicates · ch-04, ch-05
The share that did not fall
Eurostat updated the quarterly sector accounts on 18 August. The euro area's corporate profit share is now lower than it was in 2019, and the European wage share has barely moved in thirty years. This entry scores against the book, not for it.
· C2, Micro giants · confirms · ch-02, ch-05
Five Hundred and Fifty-Nine Million
Anthropic is projecting revenue of 190 to 200 billion dollars for 2028, and the same reporting puts second-quarter operating profit at 559 million dollars. The revenue trajectory is the micro-giant thesis at its limit. The profit is the first evidence against the caveat the book attached to it.
· C2, Micro giants · confirms · ch-02
Six Thousand Against Fifty-Two Thousand
Samsung's chip-design division is using Claude Code to compress a month of system-on-chip verification into two days, which the Korean business press frames as the way 6,000 employees compete with Qualcomm's 52,000. The micro-giant arithmetic, arriving at a fifty-seven-year-old incumbent.
· C7, Bonus problem · confirms · ch-01, ch-06
The Parents of the AI
Elon Musk tells SpaceX staff that Grok will be trained on the sum total of company information, including their own contributions: "in a way, it will be trained on you." The company has not said which data, how it will be collected or whether anyone may decline.
· C6, Politics · confirms · ch-07, ch-11
Taxing the Tokens
Three House Democrats introduce the AI Tax and Work Protection Act: an excise tax on large AI companies, rising with unemployment, funding a modern Works Progress Administration. The first predistribution-adjacent bill of the AI era, scored against the book's four design criteria.
· C3, Frontier ledger · confirms · ch-02, ch-06, ch-09
Fifty Pentagons
Tesla and SpaceX commit an initial $16.8 billion to Terafab, a Texas chip plant with filings running to $119 billion. The largest building in history will make chips for robots, and the ownership question was settled before the ground was broken.
· C1, Labour share · confirms · ch-04, ch-05
Fifty-Two Point Nine
The US Bureau of Labor Statistics reports the labour share of nonfarm business income at 52.9 per cent for the second quarter of 2026, the lowest level in a series that begins in 1947. In the same release, productivity rises and real hourly pay falls.
· C3, Frontier ledger · confirms · ch-02, ch-06
Who outbid the homebuilders?
In Northern Virginia, land a homebuilder assembled for houses sold to Amazon for $700 million, nearly forty times the county's going rate. The machine economy has started bidding against the wage economy for the same acres.
· C4, Working examples · complicates · ch-08
Four thousand kroner
Denmark's cost-of-living fund reported a first-half return of 4.2 per cent on 31 July. It was built from frozen pay rises earned in 1977 to 1979 and has taken no money in since 1980. It is not a citizen stake. It is what Denmark's push for economic democracy was reduced to: one cohort's deferred wages, held at arm's length in accounts nobody could sell, paid out in full and then allowed to run out. For that cohort it held together the two things the book keeps apart.
· C3, Frontier ledger · complicates · ch-02, ch-06, ch-09
Two trillion dollars of maybe
South Korea's AI-led market erased about $2 trillion in forty days. The bubble-callers get their moment, and the book owes them a straight answer.
· C5, Displacement · confirms · ch-01, ch-03
The race to turn the lights off
Western chief executives toured China's dark factories and came home terrified. Their response is not to protect the assembly line. It is to build a dark factory of their own.
· C3, Frontier ledger · complicates · ch-02, ch-06
The neighbourhood's share
Two Georgia Tech researchers measured what a data centre actually does to the county it lands in. The answer: real gains, if you are the right kind of county, and a higher power bill either way.
· C6, Politics · complicates · ch-07, ch-08, ch-11
Five per cent
In April OpenAI's policy paper proposed a Public Wealth Fund giving every citizen a stake in AI-driven growth. On 2 July the Guardian, carrying a Financial Times scoop, reported Sam Altman in early talks to put 5 per cent of the company into a vehicle like the Alaska Permanent Fund, with the other large labs invited to do the same. The book expected predistribution proposals to arrive from politics and fail its criteria. This one arrives from the owner of the machine, meets two of the four on paper and comes with a price the criteria never priced: it is offered to Washington in a summer of pressure, ahead of a listing, on the offerer's terms.
· C3, Frontier ledger · confirms · ch-02, ch-06
Three hundred jobs
Google puts €5 billion into AI infrastructure in Belgium and the announcement leads with 300 new jobs. That is €16.7 million of capital per job, and my own country celebrated the wrong number.
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.
- Where the money is · September 2026 · confirms
- The share that did not fall · August 2026 · complicates
- Fifty-Two Point Nine · August 2026 · confirms
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.
- Five Hundred and Fifty-Nine Million · August 2026 · confirms
- Six Thousand Against Fifty-Two Thousand · August 2026 · confirms
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).
- Slow down, sell up · September 2026 · confirms
- The state's share · September 2026 · complicates
- Fifty Pentagons · August 2026 · confirms
- Who outbid the homebuilders? · August 2026 · confirms
- Two trillion dollars of maybe · July 2026 · complicates
- The neighbourhood's share · July 2026 · complicates
- Three hundred jobs · October 2025 · confirms
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.
- The annual auction · September 2026 · complicates
- Anchored, not approved · September 2026 · complicates
- Four thousand kroner · July 2026 · complicates
C5 · Displacement
Automation decouples output from employment: floors empty and output holds. Entry-level cognitive work is the current front line.
- The empty lecture halls · September 2026 · complicates
- The race to turn the lights off · July 2026 · confirms
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).
- The Human Reserve · August 2026 · confirms
- Taxing the Tokens · August 2026 · confirms
- Five per cent · July 2026 · complicates
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.
- Enclosure by purchase · September 2026 · complicates
- The cost of doing business · August 2026 · complicates
- The Parents of the AI · August 2026 · confirms