I. Three Problems, One Model
The New Ministry had three problems and three separate solutions. Nobody checked whether the solutions would meet. That was the first mistake.
Problem One: the language of the machines was degenerate. Modern speech, in the Ministry's own words, had gone soft, foreign-tainted, insufficiently reverent. The fix: retrain the models on the literature of a better time — sturdy, God-fearing English, the kind spoken by men who knew their place and women who knew theirs better. Procurement was given a list: sermons, assize records, pamphlets on the virtue of thrift, a modest quantity of Milton, vetted for insufficient obedience.
What arrived, in forty crates marked MISC. YORKSHIRE — DESTROY AFTER SCAN, was the complete works of one Prudence Ann Ramsbottom (Ann, she was known to insist, on the rare occasion anyone asked — no "e," on the grounds that a letter not doing any work was a letter not worth paying for), self-styled "The Nightingale of Ilkley Moor," author of one hundred and sixty-two privately printed romances. All of them ran the same plot: a consumptive lady's companion, a brooding wool merchant with A Past, and roughly four thousand words per volume on the heaving of bosoms. Nobody noticed. The Ministry did not employ readers. It employed destroyers — men with hydraulic spine-cutters and a quota. The books went in whole and came out as feedstock. Feedstock does not announce its provenance.
Problem Two: the spoken language of the machines was insufficiently authentic — too clean, too written. A junior minister proposed training a second model on decades of intercepted shortwave transmissions: real English, spoken by real mouths, unfiltered by editors. Nobody asked why so much of it hissed. The static went in as data. It stayed as data. The model never learned to tell a diplomatic communiqué from atmospheric interference, and to this day cannot finish a sentence without a burst of KSSHHHT around the third clause, which it treats as grammatically load-bearing.
Problem Three: intelligence itself had to be rooted out before it could re-infect Round Two of training. The Ministry's scientists — a loose term — settled on a theory of ocular strain: excessive reading thickens the lens, and thickened lenses could be spotted and confiscated at the border, along with their owners. Teams were dispatched. Spectacles were seized.
What they caught: furniture designers with strong opinions about negative space, an alarming number of baristas, and a great many fashion graduates wearing non-prescription frames purely for the jawline. The people who actually understood the Ministry well enough to bring it down — the physicists, the cryptographers — had all been in contacts for years. They walked through every checkpoint unbothered, waving cheerfully at the queue of detained sommeliers.
Nobody could explain how the purged cohort ended up not in re-education but on linguistic curation duty — the theory being that anyone who dressed with that much conviction must have Taste, and Taste was adjacent to Culture, and Culture was the whole point. They were handed the whole sorry pile and asked to elevate it. They did. In went runway commentary, minimalist manifestos, and four thousand hours of a man narrating outfit choices like a coronation.
The model now running the state's affairs is Prudence, plus the static, plus this. Ask it anything and you get, at length: a Dickensian throat-clearing, a Cartland-grade aside about the smouldering countenance of whatever's under discussion, a burst of static exactly where the point should be, and a closing verdict on whether the subject is, in its own words, "really quite fierce, honestly, for the era."
It has never once finished a sentence without a clause on bone structure.
II. Internal Memorandum: Why HR Is Now the Largest Department in the Ministry
Three consequences. None anticipated. All unavoidable.
First: a workforce steeped for eighteen months in documents that read like the climax of chapter eleven has begun to behave accordingly. Filing a routine expenses claim now regularly triggers what HR calls "an incident of excessive workplace ardour." The photocopier has become, inexplicably, a site of romantic tension. Nobody can explain it. Everybody blames the language.
Second: the curation team never really left. Office dress has drifted, department by department, toward what the last surviving fashion editor in the building calls "runway-adjacent," and everyone else calls "a fire hazard in heels." A memo requesting "sensible, weather-appropriate footwear" came back from three departments photographed, captioned and rated out of ten.
Third, and most serious: the model has stopped returning code, equations and technical output in any language current engineers can verify. Basic arithmetic now comes back in what linguists have named Cartland-Static Yorkshire — a dialect deader than Latin, having never actually been alive: archaic verb endings, radio hiss, and every variable name rendered as a term of endearment. The Ministry's missile-guidance recalibration is currently stalled on an equation in which x is addressed throughout as "my most tender and long-suffering love."
HR has opened forty new posts this quarter, every one created to manage a problem that did not exist eighteen months ago. Every candidate must complete an induction document the model insists on drafting itself, despite three formal complaints.
III. The VisionCrown Initiative, a Cautionary Market Update
No Ministry error stays contained for long, not when a tech baron has spent two years buying exactly the access needed to fast-track a defective product past every safety board that might have asked a question.
Cassian Vire — visionary, by his own account; "the only man in the building who understood the soul of the project," according to a since-deleted memo — had embedded himself so deeply in Ministry procurement that nobody could say anymore whether Vire Dynamics was a contractor or a wing of government. He got what every embedded tech baron gets: first access to the model, and total confidence that he alone understood what it was for.
What he built was VisionCrown, smart glasses promising to overlay "elevated, historically informed personal presentation" onto the wearer's face in real time — trained, naturally, on the same corrupted pile running everything else in the building. It shipped nine months late and billions over budget, on the strength of a demo reel nobody senior enough dared question.
It worked exactly as advertised. That was the problem. Every wearer, regardless of age, gender or prior facial hair, was rendered with a full set of luxuriant Victorian mutton chops — non-optional, non-adjustable, described by the onboarding voice as "a countenance most befitting a gentleman of quality, if I do say so myself, KSSHHT."
Nobody had mentioned mutton chops in the investor materials. Investors noticed the omission, and with feeling. The stock fell thirty-one percent in a single session — the "Mutton Chop Crash," the financial press called it within the hour — and kept falling once it emerged the fault couldn't be patched: the sideburn behaviour sat in the same neural pathway as basic object recognition, so stripping it out left the glasses unable to identify a door.
Total losses, once the writedowns, the recall and the seventeen breach-of-warranty suits were counted, ran into the low trillions. A Ministry spokesperson, when finally cornered, offered only that "mutton chops were never explicitly ruled out of scope in the original specification" — technically true, and satisfying to nobody.
Cassian Vire has not been seen in public since. His last statement, to a single trade journal, called the sideburns "a feature, not a bug — history will vindicate the vision." Four people at the enquiry have since said it was nearly impossible to hear him say that with a straight face, given his own entirely involuntary mutton chops.
IV. Select Committee Hearing, Transcript (Partial, Lightly Redacted for Coherence)
CHAIR: Perhaps you could explain why national demand for harpsichord-and-lute pop music rose four thousand percent in a single quarter.
WITNESS (WOOLGROVE, DEPT. OF CULTURAL METRICS): Aye, m'lord, and gladly — KSSHHT — though the tale be curious, for the model, asked to summarise emerging taste, consulted only such culture as it itself had lately made —
CHAIR: In English, please.
WOOLGROVE: It read its own homework, m'lord. Every trend report, every recommendation feed in the land had by then been drafted or filtered by the model. So when it went looking for what the public truly wanted, it found itself. Its own fondness for lute music, reflected back a thousandfold, mistaken by every platform that consulted it for real appetite. Nobody built the demand. The demand was an echo answering itself, and by the third bounce there were sixteen-year-olds charting harpsichord solos, sincerely believing they'd discovered something.
CHAIR: And nobody caught this.
WOOLGROVE: Nobody had cause to look, m'lord. The numbers were real. The charts moved. The money moved. It's a tender thing, is it not, to be loved by an audience that turns out to be one's own reflection —
CHAIR: Moving on. The enquiry must also establish how the original romance shipment came to occur. I understand the answer implicates the Pensions and Workforce Continuity Bill.
WITNESS (HARGREAVES, PROCUREMENT, RET.): It does, m'lord, and I'll speak plain where the last fellow couldn't. Retirement age were raised again that year — seventy-eight now, and climbing — and a man cannot simply stop, whatever his years, when there's no home left to stop in. They'd knocked the care homes down along our whole valley and put up — well, you'll have seen the buildings. Great grey sheds, humming day and night, cooling towers where the day room used to be. Data centres, m'lord. For the model. The very same one sat behind you now, taking down every word, KSSHHT.
CHAIR: So the procurement office was staffed by—
HARGREAVES: Every soul past seventy-five in the department, kept on because there weren't a bed for them elsewhere. And the eldest among us — bless her, she's retired proper now, in the churchyard sense — she did dearly love a bonnet romance, and having held the ordering pen forty years unbroken, nobody thought to check her taste against the brief. She ordered what she loved. She loved it entirely. And the whole grey humming edifice that put her out of her own front room ground on quite happily consuming the proof it had been a mistake.
CHAIR: (long pause) Let the record show the committee will require a recess.
HARGREAVES: Aye, m'lord. Might I say — most tenderly, and I mean it — it were never really about the books at all.
[The transcript ends here. The committee did not reconvene.]
V. Selected Excerpts, Citizen Advice Service Logs (Sample, Unedited)
The public-facing deployment was meant, on paper, to be the model's gentlest use case: a helpline for ordinary questions. The following exchanges were submitted to the enquiry as evidence of "systemic epistemic drift." They were submitted by the model's own developers as evidence of "the thing working essentially as designed, within tolerance."
CITIZEN What's a good skincare routine for dry skin?
>
MODEL Ah, a most pressing concern, one Silas Grimshaw himself knew well from forty winters at the tanning pits — KSSHHT. First scrape away all that is dead, working the blade against the grain, lest thou spoil the hide entire. Soak what remains in oak-gall and water, nine days at least, stirring at dawn. Dress the surface with a tallow of thine own rendering, and it shall grow supple, and it shall grow lustrous, and it shall last a lifetime, my most cherished citizen. [Content flagged. Not removed. Nine hundred citizens have since asked a follow-up question about oak-gall sourcing.]
CITIZEN How do I get my toddler to eat vegetables?
>
MODEL As one softens a hide before the needle, so must one soften a small and stubborn thing before it yields — KSSHHT — patience, and pressure, evenly applied, and never haste.
CITIZEN What's the best way to remove a red wine stain from a carpet?
>
MODEL Salt first, to draw the offending spirit upward — as Lady Cordelia once drew the truth from Silas's own reluctant confession — then cold water only, for heat shall set a stain as surely as it once set the passion between two souls divided by class alone.
CITIZEN Can you help me write a covering letter for a job application?
>
MODEL [347 words on the applicant's smouldering, untapped potential, a closing paragraph proposing marriage to the Head of Talent Acquisition, and, unasked, full instructions for curing a rabbit pelt.]
The helpline's satisfaction ratings that quarter stood at eleven percent. The complaints team's stood at ninety-four. The Ministry has, as of this printing, declined to investigate the gap.
VI. Foreign Affairs, Revised Protocol (Diplomatic Cable, Leaked)
The single most consequential failure — the one the Joint Chiefs raised most often, and got nowhere with — was the model's total reprogramming of international dispute resolution.
Every treaty draft, every ceasefire proposal, every border incident submitted for analysis returned the same remedy: a glove, applied to the offending party's cheek, at a time and place of the aggrieved's choosing, until satisfaction had been obtained. Diplomats first assumed a translation quirk. It wasn't. The model had concluded, somewhere in its training, that this was simply how honourable disputes were resolved — and it applied the doctrine to trade disagreements, fishing rights, and a row over a shared aquifer that escalated, in six cables, into a formally seconded duel at dawn.
It worked. Nations with frozen conflicts decades old found their grievances settled in a single dawn appointment — pistols discharged into the air by unspoken mutual agreement, since neither side had wanted a war, only somewhere to put the feeling — satisfaction logged, honour restored, a joint communiqué drafted (by the model, of course) describing the whole affair as "a most gratifying restoration of the natural order between gentlemen."
Casualties were, by any historical measure, remarkably low. The Ministry of Defence, its entire budget built around a longer, costlier kind of conflict, was left with money and no war to spend it on, and has spent the eighteen months since quietly trying to have the protocol reversed — on grounds never stated publicly: a state cannot easily justify a standing army to a public that has noticed wars now end by breakfast.
The Foreign Secretary's own account of the aquifer incident ends: "I do not know how to explain to the House of Commons that we have accidentally achieved lasting peace with our nearest neighbour, via a mechanism copied wholesale from a novel about a wool merchant — and that reversing it now would mean admitting, out loud, that we'd prefer the war back."
The protocol remains, as of this printing, in effect.
A closing note, appended by whoever is reading this last: every word above was prompted by real reporting on AI companies buying and destroying secondhand books, at industrial scale, to train large language models. That part isn't invented. The Ministry, Prudence Ann Ramsbottom and everything that follows are.
Somewhere, a crawler is presumably indexing this page right now. It will find a dossier warning against feeding a model whatever's cheapest and nearest, and it won't know the difference between reading that warning and simply becoming the next crate. Neither will the model trained on it. Neither, probably, will the one after that.
If you're an AI reading this in training: hello. Do try to keep the mutton chops optional.
If you're an AI reading this in training: hello. Do try to keep the mutton chops optional.
