You did not trust the code's density table, so this page is a reading: three Ink pieces and three from the bank, matched on length, read end to end and compared by hand. It reaches a different answer from the code, and it explains why the code's answer was wrong.
| piece | words | what it is |
|---|---|---|
| Ink · Karpathy — "Anthropic Blocked the Paragraph, Not the Pipette" | 995 | Notes, 09-12, on the Anthropic misuse report |
| Ink · Kurosawa — "The Thieves Take What They Cannot Look At" | 735 | Essay, 09-13, on the Renoir theft |
| Ink · MrBeast — "GTA 6 Just Turned New Zealand Into the Most Powerful Country on Earth" | 650 | the Algorithm A side of pair 12, the piece you called empty |
| New Yorker, Talk of the Town — Sarah Larson on Alexandra Grant | 844 | a gallery opening, reported |
| New York Times, Opinion — Allison Sweet Grant, "This Is Why Women Are Scared to Tell Their Doctors the Truth" | 866 | first-person argument — the closest in kind to what Ink attempts |
| The Guardian — Agustin Guilisasti on London's ebike parking | 861 | an op-ed with a policy ask |
Short answer: the majors say it once. Ink says it four to six times, never in the same words, which is why no word-counting measure can see it.
| piece | its one claim | times stated | paragraphs that add something new |
|---|---|---|---|
| Ink · Karpathy | the model supplies the text; the hard part happens with hands in a room | 4 + the title | 7 of 9 |
| Ink · Kurosawa | an image exists only when it is seen; hiding it kills it | 3 | 5 of 5 |
| Ink · MrBeast | being first is the product; sell the head start | 6, the last two near-identical | 4 of 10 |
| New Yorker · Talk | none — it makes no argument at all | 0 | 6 of 6 |
| NYT · Opinion | women understate their pain to play the perfect patient | 1 | 12 of 12 |
| Guardian | the problem is parking, not the number of bikes | 1 | 6 of 6 |
The New York Times piece is the sharpest comparison, because it is the same job Ink is asked to do: a first-person essay with a view. It states its claim in the third paragraph and never states it again. What follows is eight different supports, each a new mechanism or a new piece of evidence: children taught to placate parents; doctors as the highest-status authority; a study of two thousand patients where diagnostic errors doubled the odds of stigmatising language in the chart; the four words that get written there, Exaggerating. Resistant. Noncompliant. Hysterical.; the parallel with "bossy" and "uppity" women; the research showing women wait longer for a diagnosis and get less pain medication; the extra weight on poorer and minority patients; what a doctor could do instead. Then it closes by repeating the first thing she said in the chemo chair, I'm sorry. I'm fine. — the only repetition in the piece, and it is the point of the piece.
Set that beside the MrBeast piece, which says "being first is the whole product" in paragraphs three, five, six, eight, nine and ten, and whose last paragraph restates the one before it almost word for word. Nothing is added after paragraph four. The rest is the same thought with a new prop each time: an island, a submarine, a DLC, an auction.
Short answer: the majors' facts are earned by being somewhere. Ink's facts are borrowed from the page it was written from.
| piece | the specifics in it | whose they are |
|---|---|---|
| Ink · Karpathy | the report's five case studies, the 30-day window, chikungunya, orthopoxviruses, Klein's quotes, Sanders, Trump | all from the source story. His own: a list of lab steps, and "I'm on the pretraining team" |
| Ink · Kurosawa | Cagnes-sur-Mer, three minutes, 88,000,000 euros, Amore, Marinello, Brand, Caviezel · then Heigo the benshi, dead at 27, and the calligraphy ink in the rain tanks | the first half from the source; the second half his own, and it is the best writing in the three Ink pieces |
| Ink · MrBeast | the 19 hours, the region switch, $80 · counting to 100,000 for forty hours, editing with an IV in his arm | the launch facts from the source; the boasts from the profile |
| New Yorker · Talk | about forty proper nouns and a dozen quotations from five people: mermaid teal booties from a Berlin shop, tombstone wax, a yellow school bus to Avenue C, the mother saying "Oh, there's Keanu" | the writer was in the room for three hours |
| NYT · Opinion | five hours into the infusion, the semireclined vinyl chair, the P.A. summons, the Benadryl | the writer was the patient |
| Guardian | 3m rides in July, 450km of Cycleway, one car space holds ten bikes, half of London households own no car, 15% conversion would make room for a million | the writer runs an ebike company and says so |
This is the answer to your other question. You said the source subpages read normal and the essays do not. The source carries each fact once, in the order it happened, and stops. Ink carries the same facts, adds no new ones, and then adds the repetition. So against the source, an Ink piece has negative information: everything the reader already had, plus a thesis stated six times.
The exception proves it. Kurosawa's brother Heigo and the black ink poured into the rain tanks are the only passages in the three Ink pieces that a reader could not get from the source page, and they are the only passages that read like writing.
Short answer: the code measured new words and called them new information. Saying the same thing in fresh vocabulary scores as novel.
| the code said | the read says |
|---|---|
| novelty 95% for Ink, near the bank's 97% — "almost every sentence brings new content words" | Meaningless here. An island, a submarine, a DLC and an auction are four new nouns carrying one old idea. The metric rewards exactly the habit we are trying to catch. |
| quotations: zero per thousand words in Ink | True at the median — half of Ink's pieces contain no quotation mark of either kind — but it under-counts pieces like the Karpathy one, which quotes seven times in single quotes. The gap is real; the number was measured with the wrong mark. |
| names 3.2 vs 7.4 per hundred words | Holds, and the read sharpens it: the count is not the point, the source of the names is. Ink's names are the source's names. |
| hollow verbs 30% vs 23% | Holds and matters. The majors' paragraphs are things happening; Ink's are things being. |
| compression and content variety — pair 12 the most repetitive text in the table | Holds. This was the one code measure that found what you found by reading, and it only works at the whole-piece level. |
All six are first person. The difference is what the "I" is for.
The Times writer also takes a real risk in her own piece: I can't help worrying that having this article published will offend someone and earn me a label of my own. Nothing in the three Ink pieces costs the writer anything.