Association of Maintainers of Inequality Announces New “Safety Concerns” After Ordinary People Become Capable of Performing Same Calculations as Experts

Washington — The Association of Maintainers of Inequality reportedly announced Sunday that it has identified a sweeping new category of safety concerns surrounding technologies, educational tools, calculators, artificial intelligence systems, and other developments that allow ordinary people to perform tasks previously restricted by cost, credentials, institutional access, or somebody knowing the right motherfucker.

The organization warned that society is approaching a dangerous future in which increasingly large numbers of people may be capable of performing substantially similar intellectual operations.

Our Research Division has obtained the announcement, the mission statement, the 86-page Safety & Responsible Access Framework, the tiered-mathematics policy paper, the historical risk assessments, the transcript of the congressional testimony, the press-room recordings, and the internal strategy document an intern projected onto the wrong screen at the final press conference. The Division presents its findings below, and states its principal conclusion at the outset, because every document in the file descends from it.

The announcement is being covered elsewhere as an organization saying the quiet part loud. The Division’s file supports a narrower and more instructive reading. Across 86 pages of safety documentation, the file does not identify a single harm to any person who gains a capability. Every harm it records — and it records them carefully, with matrices — accrues to a person who already had the capability, and consists entirely of someone else acquiring it. The word “safety” appears in the framework 341 times. The Division has tested each occurrence and reports that all 341 can be replaced with the word “depreciation” without changing the meaning of the sentence. What the file documents, in the vocabulary of risk, is a markdown event on an asset class — relative capability — whose holders have discovered that “safety” is the only word in the language that converts a private loss into a public obligation. The Division files this finding where it files everything: the cost has not been eliminated. It has been moved to where the accounting doesn’t look.

The substitution test is attached for the record:

The Division also notes, at the outset, the one fact the entire file is organized to survive: the organization’s name. The Association of Maintainers of Inequality is the only institution in this publication’s archive whose letterhead constitutes a complete confession. Nothing in the following report needed to be alleged, inferred, or leaked. It is printed at the top of every page the association publishes, and every page after the letterhead is a walk-back of the letterhead.

CLASSIFICATION: CAPABILITY GOVERNANCE — STATUS DEPRECIATION AND DEMOCRATIZATION RISK ACCOUNTING
DISTRIBUTION: Credentialing Bodies, Licensing Boards, Guild Historians, Pricing Teams, Anyone Whose Job Description Was Once a Secret
PREPARED BY: The Externality Research Division
DATE: September 2026

The Announcement

The association, whose stated mission is to preserve:

opened Sunday’s press conference with what its materials describe as a threat briefing. One representative described the threat bluntly:

“It’s not as fun if everyone can perform the same calculation.”

He leaned toward the microphone.

“If everyone can use the same base-10 math, then we are doing something wrong.”

The Division pauses on the briefing’s two sentences, because the entire file is already inside them. The first sentence identifies the injury: fun, which the Division’s glossary renders as the experience of a differential. The second sentence identifies the standard of failure: universality. Note what neither sentence contains. There is no error rate, no victim, no misuse case, no failure mode — none of the parts an actual safety concern is built from. The stated harm is that the calculation succeeds, for everyone, identically. The association’s threat model, precisely stated, is arithmetic working as designed at scale, and the Division records that the representative said so into a microphone, on the record, at an event convened for the purpose.

The Division’s archival unit adds one note on provenance. The association describes itself as newly concerned. Its charter, however, has an amendment history, and the amendment history has a shape: the file shows membership surging in the years following the printing press, the public library, the pocket calculator, the spreadsheet, and the search engine — each surge accompanied by a fresh mission statement announcing that this time, capability had proliferated too far. The association is not responding to a new threat. It is holding its regularly scheduled meeting.

The Association Clarifies It Is Not Against Equality

Representatives strongly denied that the organization exists to preserve inequality.

Instead, per the framework’s second chapter, it supports:

The Division has examined the five commitments in sequence and reports a document phenomenon it has encountered before, in earnings calls and in depositions: the list is arranged in descending order of legal review. The first four items passed through counsel. The fifth item is what the first four items say. The framework’s drafting history, which the Division obtained, confirms that item five appeared in every draft, was flagged in every review, and survived every deletion attempt, because each time it was removed the remaining four items no longer meant anything. The Division notes that this is the defining property of a euphemism stack: only the bottom item holds the others up.

A reporter raised his hand.

“That sounds like maintaining inequality.”

The association’s spokesperson shook his head.

“No.”

“What’s the difference?”

“Our version has a safety framework.”

The Division certifies the spokesperson’s answer as accurate and complete. The difference between inequality and structured differentiation is, verifiably, the framework: 86 pages of risk matrices, stakeholder consultations, ethical principles, and responsible-deployment guidelines, wrapped around an arrangement that predates all of them. The Division has audited the framework’s function and reports that it performs no operation on the inequality itself — the differentials enter the document and exit the document unchanged. What the framework processes is the sentence describing them. Its input is “we keep this scarce so that we matter” and its output is the first four items on the list above, and the conversion runs at 86 pages per sentence, which the Division notes is the standard industrial rate.

The bench measurement is published below.

The Calculator Identified as Historical Policy Failure

The organization traced the current crisis back several centuries, eventually identifying the mass-market calculator as one of civilization’s earliest examples of uncontrolled capability proliferation.

Before calculators, the briefing materials explain, arithmetic proficiency created meaningful differentiation. Then manufacturers began selling machines capable of performing calculations instantly.

Association historians described this as:

At the press conference, one researcher held up a calculator. He typed:

The answer appeared.

He looked disgusted.

“That motherfucker didn’t earn that.”

A mathematician in attendance asked what exactly the calculator user was supposed to earn.

“The answer.”

“But the answer is the same either way.”

The representative became visibly irritated.

“That’s precisely the problem.”

The Division fact-checked the demonstration both ways. A staff mathematician performed the multiplication by hand in slightly under four minutes, with one carrying error identified and corrected on review. A calculator performed it in less time than the demonstration’s audience took to hear the keys. Both parties obtained 332,024. The Division has compared the two answers at every level of precision available to it and certifies that they are identical, which is, as the representative correctly stated, precisely the problem.

The Division’s timing exhibit is reproduced below.

The Division then audited the word “earn,” because the exchange turns on it. The file’s position is that the answer must be earned. But the answer, as the mathematician observed and the Division confirmed, is invariant — it does not carry a record of how it was obtained, and no downstream use of 332,024 can distinguish the four-minute copy from the half-second copy. Whatever was for sale in the pre-calculator arithmetic economy, it was therefore never the answer. The Division’s finding is that the expert of that economy sold the interval — the four minutes between question and answer, during which he was the only person in the room who knew where the number was. The calculator did not devalue the answer. The answer’s price was always zero. The calculator devalued the wait, and the wait was where the differentiation lived, and the association’s historians are the first archivists in the Division’s experience to have correctly identified the wait as infrastructure and filed its removal as a catastrophe.

The audit reduces to three lines:

Base-10 Mathematics Under Review

The association’s most controversial proposal involves reconsidering unrestricted public access to the decimal numeral system.

Officials warned that allowing every citizen to use identical numerical primitives creates unacceptable parity. The current arrangement was summarized in the policy paper’s opening exhibit:

One policy paper recommends introducing:

Mathematicians unanimously asked what the fuck they were talking about.

The Division reviewed the proposal alongside the mathematicians and endorses their question, but files two audit notes the unanimity passed over.

First, the tier table contains an internal contradiction: credentialed experts already receive all ten digits, which makes the institutional application for 9 redundant on the proposal’s own terms. The Division would ordinarily attribute the error to haste. But the paper carries four signatures, two peer reviews, and a version number, all supplied by professionals whose unrestricted access to all ten digits is the founding premise of the document. The proposal to ration arithmetic contains an arithmetic error that survived every reviewer authorized to catch it, and the Division files this without further comment, except to note that it is the file’s first controlled experiment on whether access and competence are the same variable.

Second, and more structurally: the association presents the tier table as a novel safety architecture, and the mathematicians treated it as an absurdity without precedent. The Division’s market survey found the structure operating at scale, today, across effectively the entire software economy. It is called a pricing page. A base capability, artificially partitioned; the partition named a tier; the tier named a safety measure or a service level, depending on the audience; the top partition available following a conversation with sales. The association did not invent the tiered numeral system. It noticed one, in the wild, monetizing everything else, and asked why the integers should be exempt. The Division considers this the most commercially literate document in the file and notes that the only thing preventing its adoption is that nobody yet owns the decimal system, a sentence the Division encourages the reader not to read as a prediction.

Long Division Was Apparently Holding Up Civilization

The organization argues that society has repeatedly underestimated the importance of friction as a mechanism for distributing status.

Long division, the framework’s historical annex observes, once required:

A calculator reduced this to:

The association says this removed a valuable social distinction between:

A reporter responded:

“But now both people have the answer.”

The spokesperson nodded solemnly.

“Exactly.”

The reporter waited.

“Isn’t that good?”

The spokesperson stared at him like he had completely misunderstood civilization.

The Division has reviewed the press-room recording. The stare lasts eleven seconds, and the Division examined it frame by frame, because eleven seconds of silence from a press-trained spokesperson is not a lapse; it is a document. The Division’s finding is that it is not the stare of a man who has been misunderstood. It is the stare of a man who has been understood — whose entire framework has just been restated by a stranger in nine words, accurately, in front of cameras — and who is discovering in real time that he has no rebuttal on file, because the association never drafted one. It never expected to need it. For the whole documented history of the arrangement, “isn’t that good?” was not a question anyone with a microphone thought to ask, because the answer was obviously yes for the people the arrangement served, and the people it didn’t serve were not issued microphones.

On the substance, the Division certifies the association’s engineering claim in full. Long division was holding something up. The fourth line — the one requiring sufficient confidence not to fuck up — carried, per the Division’s audit, an entire stratum of occupational hierarchy: the clerk who could be trusted with the books, the foreman who checked the tallies, the examiner who failed the candidates. The friction was not a defect in the system. The friction was a distribution mechanism, rationing an abundant good — correct answers — by the scarce goods of time, training, and nerve. What the association’s annex declines to state, and the Division therefore states for it, is what the mechanism was distributing. It was not answers. Both people, as the reporter observed, now have the answer. It was rank. The calculator’s offense was not that it did the arithmetic. It was that it stopped collecting the toll.

Excel Made the Situation Considerably Worse

The organization identified spreadsheets as another catastrophic democratization event.

Tasks once requiring substantial specialized labor could increasingly be performed by ordinary office workers using formulas.

Then templates arrived. Then autocomplete. Then online tutorials. Then increasingly sophisticated software assistance.

One executive summarized the historical trend:

“Every time we establish a respectable barrier, some motherfucker invents a button.”

The Division has checked the executive’s sentence against its archive and reports that it verifies without exception. It is, as far as the Division can determine, the most accurate one-sentence history of technology in the file, and possibly in circulation. The archive’s ledger runs: the scribal hand, then movable type; the human computer, then the tabulating machine; the typing pool, then the word processor; the darkroom, then the camera roll; the switchboard operator, then the dial. In every entry, a barrier described at the time as a standard of quality, seriousness, or safety; in every entry, a button; in every entry, the barrier’s custodians issuing warnings about the button that read, at this distance, exactly like the file under review. The executive’s contribution is to have stated the pattern from the barrier’s side of the counter, with the resentment still attached, which is how the Division knows the quote is genuine.

The ledger’s survival times are plotted below, with the fitted decay.

The association has therefore proposed the:

Under the doctrine, certain tasks must remain sufficiently inconvenient to preserve occupational hierarchy.

The Division audited the doctrine’s grammar, because rights come with a standard structural question — who holds this, and against whom — and chapter four answers it in an arrangement the Division has not previously encountered in rights literature. The right to meaningful difficulty is held by the incumbents of the task. The difficulty is to be experienced by everyone else. The holder of the right is, by construction, the one party permitted to route around the difficulty, that routing being called expertise. A right that one party holds and a different party performs is not, in the Division’s taxonomy, a right. It is a toll, and chapter four is the first tolling authority in the Division’s records to file its rate card under civil liberties.

Internet Search Was Probably a Mistake Too

Officials expressed similar concerns about search engines.

Historically, the framework explains, information scarcity produced valuable distinctions. One person knew something. Another did not. The first person therefore possessed:

Then the second person searched for it.

Twenty seconds later:

Association researchers described this as an unacceptable collapse in:

Libraries were retroactively placed under investigation.

The Division confirms the premium was real, and adds the numbers the researchers left out: it was priced, for most of the twentieth century, into consulting hours, expert-witness fees, subscription reference sets sold door to door, and the salary differential of anyone whose job description included the phrase “knows where to find.” The researchers’ twenty-second write-down is, if anything, generous. The Division’s own timing runs shorter.

The write-down is plotted below, from the file’s own data.

On the library investigation, the Division obtained the case file, and reports that it stalled in its first week, when investigators established the following about the suspect institution: it had been operating openly for approximately as long as writing itself; it was funded by the public it was allegedly harming; its collections were assembled for the express purpose of being read by people with no credentials whatsoever; and it was staffed by a profession whose entire documented mission is helping strangers find things they are not certified to know, a mission the profession has historically defended with a militancy the case file describes as “disproportionate to the librarians’ physical appearance.” The investigation’s closing memo concedes that the library is not a recent breach of the knowledge-scarcity regime but the oldest continuously operating attack on it, at which point the association faced a choice between indicting the last five thousand years and closing the file. The file remains, per its cover sheet, “open pending resources,” which the Division translates from the institutional: closed.

AI Triggers Full Emergency

The emergence of increasingly capable AI systems reportedly forced the association into crisis mode, because ordinary users can now obtain assistance with writing, programming, analysis, translation, research, mathematics, design, and numerous other activities without first obtaining the historically customary amount of institutional permission.

The association immediately identified:

A reporter asked which concerns.

The spokesperson shuffled papers.

“Many.”

“Can you name one?”

“Capability proliferation.”

“Meaning?”

“More people can do the thing.”

“And the harm?”

Long pause.

“More people can do the thing.”

The Division asks the reader to slow down over this exchange, because it is the cleanest accounting document in the file, and it is routinely misread as an evasion. The spokesperson did not fail to name the harm. He named it twice. From inside the association’s balance sheet, the statement is not circular; it is complete. When the asset under management is other people’s incapability, the capability and the harm are the same event, described once as a fact and once as a loss. The long pause is not the sound of a man searching for an answer. It is the sound of a man realizing that his answer and his admission are the same sentence, checking it for an alternative phrasing, and finding — correctly, the Division confirms, having run the same search — that there isn’t one.

Restated in the declaration’s own notation:

The Division files one further note on the vocabulary. “Capability proliferation” is borrowed language that does real work in the field it was taken from — the study of systems acquiring dangerous capacities, in which the concern is what the system might do to people. The association’s usage inverts the object: the systems in its file do nothing but assist, and the proliferating capability belongs to people, doing ordinary things, sooner and more cheaply than the rate card anticipated. The association did not coin its central term. It shoplifted it from the one discipline whose warnings the public had already agreed to take seriously, and the Division notes the theft is itself a professional courtesy of sorts: the association, an authority on barriers, correctly identified vocabulary as the only barrier it still controlled.

Experts Warn Against “Capability Inflation”

Association researchers introduced a new economic concept:

The association considers this a major social externality.

The Division certifies the claim, and asks the reader to note that the certification is sincere, because working paper 44 is the one document in the file that is true. Capability inflation is real. The loss it describes is real. The poor motherfucker of the final row exists, at scale; the Division has interviewed him in every decade of its archive — the master engraver after lithography, the human computer after the mainframe, the reference librarian’s proudest patron after the search box — and it declines to mock him, because eight years is eight years, and the identity was built in good faith, on terms the world then changed without asking. His depreciation is genuine, uninsured, and, as the paper correctly says, an externality: a cost generated by everyone else’s improvement and settled on a party who wasn’t consulted. This publication exists to track exactly such costs, and it will not pretend this one away. Working paper 44 is the first document in the association’s history that could run in these pages unedited.

The paper’s figure is reproduced as filed, with the Division’s annotations retained.

The dispute — and the Division files it as the dispute the entire file rests on — is not whether the loss exists. It is who gets billed. The association’s proposed remedy is to prevent the depreciation by preventing the improvement: to hold the many at their current capability forever, as an insurance product for the few, with the premiums collected in the form of things the many are not permitted to become. The Division has priced this instrument and reports that it is the largest externality in the file, proposed as the cure for the smallest one. An insurance policy in which the premiums are paid by people who are not covered has an established name, and the association’s letterhead, once again, already printed it.

The units error, formalized:

The Credentialing Industry Requests Emergency Protection

Professional organizations reportedly asked regulators to distinguish between:

One representative explained:

“Yes, technically this person produced the correct result.”

“So they’re capable?”

“That’s not what we’re evaluating.”

“What are you evaluating?”

“Whether they came through us first.”

The reporter wrote:

in his notebook.

The Division rates the notebook entry as the shortest accurate summary in the file and has considered adopting it as a classification level. The exchange it summarizes is, in the Division’s reading, a business model being deposed under oath. Credentialing has two honest functions, and the Division’s archive documents both: certification, which verifies that a capability exists, and gatekeeping, which controls where it may be exercised. The two functions share a building, a seal, and an application fee, and they are opposites. Certification gets more valuable as capability spreads — more capability, more to verify. Gatekeeping gets less valuable, because its product was never the verification. Its product was the queue. “Whether they came through us first” is the queue describing itself with the certification vocabulary removed, and the Division notes that the representative should be commended for the removal: the file contains no cleaner statement of the difference between a standard and a turnstile.

The Association Discovers Education Has a Dangerous Side Effect

The coalition subsequently began reviewing public education, after discovering that teaching people things can reduce knowledge inequality.

A safety officer presented the findings.

“Suppose one person understands algebra.”

Okay.

“Then we teach algebra to 30 other people.”

Okay.

He changed slides.

The room gasped.

One member asked:

“Why the fuck have we been funding schools?”

The Department of Education declined to participate in the meeting.

The minutes record the member’s question as rhetorical. The Division, which does not recognize rhetorical questions in audited documents, answers it for the record. Schools were funded on a theory the association’s bookkeeping cannot represent: that capability is not a fixed pie. The association’s ledger is denominated entirely in relative units — advantage, differential, premium, rank — and in relative units, the safety officer’s arithmetic is impeccable. Teach algebra to thirty people and the original expert’s advantage reads zero; the slide is correct; the gasp is the sound of a room reading its own currency. But run the same classroom through absolute units and the entry inverts: the room that contained one person who could reason about unknowns now contains thirty-one. Nothing was destroyed. One number went down because it was a ratio, and ratios are the only thing the association owns. The Division files the gasp as the moment the file’s accounting error becomes audible, and notes that the Department of Education’s absence from the meeting is the closest thing to a policy success the department has been credited with in years.

The Safety Framework, Applied Retroactively

The association published historical risk assessments, grading civilization’s prior capability leaks under its current methodology.

The Division subjected the table to two audits.

The first audit concerns the vocabulary, which degrades as the dates approach the present. The historical rows speak fluent risk-officer: HIGH, EXTREME, SEVERE, CRITICAL — the vocabulary of harms that happened to other people, in other centuries, and were survived. The final row abandons the register entirely, because it is the first row whose loss is the assessors’ own. The Division has observed this phenomenon across its archive and considers it a general law of institutional language: risk taxonomies remain professional in exact proportion to the distance between the risk and the taxonomist. BRO WE ARE FUCKED is not a lapse in the methodology. It is the methodology, arriving at last at its authors, and the Division notes that the row is thereby the only one in the table whose assessment was produced without a consultant.

The second audit concerns the table’s direction of reasoning, and the Division states it plainly: every historical row names an event that the assessing civilization is, on the record, glad happened. Writing, the press, the library, the calculator, the spreadsheet, the search engine — the table’s own authors used all six to produce the table. Applied consistently, the methodology scores the entirety of documented human progress as a chain of containment failures, each one rated at the time exactly as the current one is rated now, by professionals whose descendants used the leaked capability to draft the next warning. The Division ran the consistency check the association did not: there is no row in the table, and no candidate row in the archive, where the capability stayed contained and the assessors’ heirs are grateful. The table is therefore complete as filed. It is a full accounting of the association’s record, which is played, and lost, seven times, in the association’s own handwriting.

A Representative Accidentally Explains the Entire Organization

During congressional testimony, a senator finally asked what outcome the association considered safe.

The representative answered:

“We support broad access.”

“How broad?”

“Broad enough to provide opportunity.”

“And where should it stop?”

The representative hesitated.

“Before access eliminates meaningful differentiation.”

The senator leaned forward.

“Differentiation in what?”

Another pause.

“Capability.”

“So some people need to remain less capable?”

“That’s an inflammatory framing.”

“Is it inaccurate?”

The representative requested a five-minute recess.

The Division has diagrammed the colloquy, because it is the file’s complete argument executed as a controlled descent. Each answer is true; each answer is one abstraction lower than the last; and the sequence terminates at the exact altitude the mission statement occupies, at which point the representative declines the final step and requests time. Note the two questions he could not survive. “Is it inaccurate?” is answerable — the answer is no — and the answer was unavailable to him, because his employment consists of the distance between that answer and the press release. The Division has verified the recess against the hearing clock: five minutes, against three hours of testimony. It files those five minutes as the only interval in the record during which the association maintained no one unequal to anyone, and accordingly logs them, in the association’s own methodology, as its sole documented contribution to public safety.

The Association Proposes Equal Opportunity to Remain Unequal

The final policy framework attempts to reconcile the organization’s stated commitment to equality with its need to preserve hierarchy.

Every American would receive:

The association called this:

Critics called it:

The Division performed the syllable audit, because the critics’ claim is quantitative and this publication checks arithmetic. “Maintaining inequality”: eight syllables. “Meritocratic capability scarcity”: thirteen. The critics’ finding verifies, with a measured premium of five syllables, and the Division asks the reader to recognize what that premium is. It is the knowledge-scarcity premium, in its final surviving form. Every other differential in the file has been marked down — the arithmetic, the formulas, the lookups, the follow-up questions — and what remains, the last asset the expert class holds outright, is the longer word for what it is doing. The five extra syllables are not decoration. They are the moat, at its current width, and the Division notes for the association’s files that a technology capable of translating thirteen syllables into eight now retails for twenty dollars a month, which may explain the emergency.

The audit’s worksheet is reproduced below.

The Final Press Conference

At press time, the association’s president attempted to clarify that human advancement itself was not the problem.

“We want people to become more capable.”

A reporter nodded.

“All people?”

The president hesitated.

“Within appropriate limits.”

“Whose limits?”

“Society’s.”

“Who decides?”

“Qualified experts.”

“How do I become one?”

“There are established pathways.”

“Can technology make those pathways easier?”

The president looked horrified.

“Absolutely fucking not.”

The Division notes that the reporter’s final question is the only moment in the file where anyone tests the pathway itself, and that the president’s answer arrives faster and with more conviction than anything else he says on the recording. Every prior answer was drafted. This one was believed. The pathways may lead to the room where limits are decided, but the file is unambiguous that the pathway’s difficulty is not a regrettable cost of quality control. It is the product line, and the president defended it the way executives defend nothing else in the Division’s archive: reflexively, profanely, and for free.

Behind him, an intern accidentally projected the association’s internal strategy document onto the press-room screen.

Someone zoomed in.

Buried beneath 86 pages of risk matrices, stakeholder consultations, ethical principles, responsible-deployment guidelines, and public-interest language was a single internal note:

The room went silent.

The president looked at the screen. Then at the reporters. Then back at the screen.

“That document lacks important context.”

A journalist pulled out his phone.

“I’ll look up the context.”

The president lunged toward him.

“SEE? THIS IS EXACTLY THE FUCKING PROBLEM.”

The Division certifies the closing exchange as the file’s controlled experiment, run accidentally, under laboratory conditions, in front of the instruments. Observe the sequence. An authority asserts that context is scarce and that he is its custodian — the knowledge-scarcity premium, invoked one last time, as a defense. A phone falsifies the scarcity in real time, at a marginal cost of zero, in the four seconds the assertion took to make. The authority then identifies the falsification itself as the threat, out loud, at volume, in what the Division scores as the only fully honest safety finding the association has ever published. The president is correct. This is exactly the problem — precisely as he means it, and precisely not. Every person in that room agrees on the facts of the event. The dispute, as everywhere in this file, is confined to the sign.

The Division’s last note concerns the margin note itself, which it has read against all 86 pages that bury it. The note is the only sentence in the framework with no risk matrix attached, no stakeholders consulted, and no responsible-deployment language in reach. It is also, the Division finds, the only research question in the document that the association ever investigated sincerely, and the framework is best catalogued as its answer: 86 pages long, because the honest answer was shorter, and the association had measured it, and the measurement is in the margin.

Closing Statement

At press time, the association had reclassified the leaked strategy document as safety-critical infrastructure and restricted it to credentialed readers. It had, by then, been viewed 41 million times, translated into 31 languages, summarized by every major AI system on request, and explained, adequately, by a nine-year-old on a video platform whose account has more subscribers than the association has members. The association’s response committee has scheduled an emergency review of whether explanations are proliferating, and the Division can confirm, having filed this report, that they are.