The Ink deploy plan ended with「the owner reads the first brews, then the timers」. This is that read: the 09-04, 09-05 and 09-06 editions on chat.xbbapp.com (34 pieces, 32 in English), read on the phone. Each defect below carries the owner's words, the measurement over every English piece on the box, the line in the brew that causes it, and the fix owed. The daily-brew timers stay off until these are fixed and re-read.
| # | Defect | The owner's words | Pieces named | Measured |
|---|---|---|---|---|
| D1 | The model's metaphor lexicon | AI uses words humans don't use that often — door / gate, ledger / account — as metaphor. | The Sky's Ledger · The First Door · Churchill's gate ×3 (08-31 edition) | machine 25 · engine 21 · room 16 · wall 15 · arithmetic 14 · door 12 · map 10 · register 7 · account 7 · ledger 6 — across 32 pieces. Median 6.7 such nouns per 1,000 words; the Nadal piece runs 1.2. |
| D2 | The bystander tone — reads like literary analysis | The writer writes in a bystander tone, which makes the article read like a literature analysis. | The Slow Burn of the Brain · The Sky's Ledger. positive The Williams Show Returns | Median first person 1.1 per 100 words (Nadal 2.6). 24 of 32 titles begin with「The」; 26 of 32 are a noun phrase with no verb (The Arithmetic of Defeat · The Cave of the Feed · The Cartographer's Decagon · The Committee's Red Line). |
| D3 | Obscure wording | 「To the Engineer Who Cut the Power」is technical. | To the Engineer Who Cut the Power | Long words (10+ letters) 8.7 per 100 — the highest on the box (median 3.7); the piece says「denominated」,「motive power」,「a store and a mill」. The Sky's Ledger runs 6.0 with「verily」,「peruse」,「occultation」unexplained. |
| D4 | No explanation; assumes an expert | It lacks easy-to-understand explanations and analogies to help the user get the concept right. The topic is fine and interesting if the writer actually spends time explaining it well, and then gives his comment. | The Committee's Red Line (CFIUS) | Explaining moves (that is · for example · think of · like a · a parenthesis) 1.4 per 1,000 words; CFIUS is never expanded; the first paragraph already runs on「the factor the Committee weighs」. Nadal explains the scoreline before commenting: 6.2. |
| D5 | No emotion | 「信用的成本」is good because I know the background. I wish it were more 劲爆 and blunt; Li Ka-shing should be very frustrated. I don't see the emotion. | 信用的成本 (Li Ka-shing, zh original) | The piece states its case as observation (「我不辩护」「我已退休,不在决策席上,不评论这笔交易本身」); the one heat it allows is a proverb-shaped close. In English: 31 of 32 pieces have no exclamation mark at all; feeling words median 1.6 per 1,000 (Nadal 5.0). |
| D6 | 文绉绉 — the point hidden behind the prose | A good topic for the parallel between film and novel, but the writing is too 文绉绉. It reads like the author has a point but wants to hide it behind obscure text so only the patient and tolerant find it. | What the Page Keeps from the Camera | Longest sentences on the box (21.9 words a sentence, median 13.3); the claim arrives in the last paragraph;「the time a reader takes to let desire become real inside a sentence」in paragraph one. |
| D7 | Too calm, too cool — no stake in the subject | The point is clear but the tone is too calm and too cool, as if there is a job-seeking phenomenon and the writer only wants to analyse it, with zero emotional concern about the topic. | The First Door | Metaphor nouns 19.6 per 1,000 (door · threshold · room, again and again); first person 1.0; feeling 2.0; a 162,000-jobs peg turned into「the self each graduate dares to bring into the room」. |
Regex counts over the body text, per piece. meta = the concrete-noun metaphor set (door, gate, ledger, register, machine, engine, map, mirror, threshold, arithmetic …) per 1,000 words. I = first-person pronouns per 100 words. feel = stated feeling or bluntness (angry, absurd, wrong, love, afraid, frankly …) per 1,000. explain = explaining moves per 1,000. 10+ = words of ten letters or more per 100. s.len = mean words a sentence. The Nadal piece, the owner's positive example, is the shaded row; the pieces the owner named are in coral. Corpus: the edition JSONs served at /ink/edition-<date>.json.
| Date | Author | Format | Title | Words | meta/1k | I/100 | feel/1k | explain/1k | 10+/100 | s.len |
|---|---|---|---|---|---|---|---|---|---|---|
| 08-31 | Michael Moritz | Essay | A Company Town, Again | 702 | 7.1 | 2.4 | 0.0 | 4.3 | 4.3 | 14.9 |
| 08-31 | Nir Eyal | Essay | The Setting My Daughter Would Have to Set Herself | 614 | 6.5 | 3.6 | 1.6 | 0.0 | 5.2 | 11.6 |
| 08-31 | Marques Brownlee | Review | The Spec That Stopped Being a Feature | 654 | 4.6 | 2.4 | 0.0 | 0.0 | 4.6 | 17.7 |
| 09-04 | Winston Churchill | Essay | The Arithmetic of Defeat | 1096 | 10.0 | 1.2 | 4.6 | 5.5 | 2.4 | 11.8 |
| 09-04 | Mark Twain | Shouts | To the Person Who Wants to Regulate Everything | 617 | 1.6 | 0.8 | 1.6 | 0.0 | 3.7 | 19.9 |
| 09-04 | Warren Buffett | Notes | The Beige Book and the Machine | 911 | 18.7 | 1.1 | 3.3 | 1.1 | 2.4 | 14.9 |
| 09-04 | Anthony Bourdain | Dispatch | The Ink-Stained Lunch Counter | 1017 | 2.0 | 1.0 | 5.9 | 3.9 | 2.1 | 13.7 |
| 09-04 | Dan Wang | Notes | Blasting Through | 908 | 8.8 | 1.0 | 0.0 | 3.3 | 5.5 | 11.5 |
| 09-04 | Michael Moritz | Review | The Underwriters Are Waiting | 645 | 6.2 | 0.3 | 0.0 | 3.1 | 4.5 | 9.5 |
| 09-04 | Plato | Essay | The Cave of the Feed | 980 | 16.3 | 1.1 | 8.2 | 3.1 | 1.3 | 8.4 |
| 09-04 | Banksy | Overheard | Two Names, One Hanger | 461 | 8.7 | 4.1 | 0.0 | 2.2 | 2.8 | 12.8 |
| 09-04 | Gary Chapman | Advice | When Your Spouse Works from a Screen | 749 | 1.3 | 1.7 | 20.0 | 0.0 | 4.1 | 14.1 |
| 09-04 | Leonhard Euler | Riddle | The Bridges of a Small World | 207 | 38.6 | 1.4 | 0.0 | 0.0 | 0.5 | 9.9 |
| 09-05 | Geoffrey Hinton | Essay | The Leash We Were Told to Build | 903 | 1.1 | 0.4 | 1.1 | 11.1 | 4.4 | 9.9 |
| 09-05 | Jeff Koons | Shouts | The New Patronage, Itemized | 672 | 17.9 | 0.7 | 0.0 | 3.0 | 5.1 | 12.2 |
| 09-05 | Charles Darwin | Essay | The Missing Middle | 1117 | 1.8 | 2.4 | 3.6 | 3.6 | 3.3 | 10.4 |
| 09-05 | Abraham Lincoln | Letter | The Shape of Your Love | 673 | 1.5 | 3.9 | 8.9 | 3.0 | 0.9 | 15.6 |
| 09-05 | Stephen Hawking | Notes | The Cartographer's Decagon | 881 | 1.1 | 0.5 | 2.3 | 2.3 | 4.3 | 16.9 |
| 09-05 | Christopher Nolan | Review | The Long Exposure | 901 | 6.7 | 0.7 | 2.2 | 3.3 | 3.7 | 15.0 |
| 09-05 | Charlie Munger | Notes | When Lithium Bends | 724 | 4.1 | 0.1 | 4.1 | 6.9 | 2.8 | 12.5 |
| 09-05 | Zaha Hadid | Dispatch | The Mud Remembers the Plan | 901 | 6.7 | 1.6 | 1.1 | 0.0 | 2.0 | 8.9 |
| 09-05 | Akira Kurosawa | Overheard | The Crew Meeting That Could Have Been an Email | 525 | 3.8 | 0.0 | 1.9 | 1.9 | 1.5 | 9.9 |
| 09-05 | Franklin D. Roosevelt | Essay | The Bond Market's New Deal | 965 | 10.4 | 0.4 | 1.0 | 3.1 | 3.3 | 12.1 |
| 09-05 | Dieter Rams | Kicker | The Extra Button | 183 | 16.4 | 1.1 | 0.0 | 0.0 | 1.1 | 9.2 |
| 09-05 | Ada Lovelace | Dialogue | The Oracle Is an Engine | 1078 | 19.5 | 1.3 | 8.3 | 1.9 | 6.6 | 12.0 |
| 09-06 | Thomas Feddo | Notes | The Committee's Red Line | 698 | 4.3 | 0.1 | 1.4 | 1.4 | 5.9 | 18.3 |
| 09-06 | Rafael Nadal | Review | The Williams Show Returns | 802 | 1.2 | 2.6 | 5.0 | 6.2 | 2.4 | 14.6 |
| 09-06 | Ada Lovelace | Letter | To the Engineer Who Cut the Power | 782 | 11.5 | 3.7 | 1.3 | 2.6 | 8.7 | 19.0 |
| 09-06 | Isaac Asimov | Essay | The Slow Burn of the Brain | 971 | 9.3 | 0.6 | 1.0 | 3.1 | 4.8 | 20.2 |
| 09-06 | Leonardo da Vinci | Review | The Sky's Ledger | 1029 | 18.5 | 1.3 | 4.9 | 2.9 | 6.0 | 17.4 |
| 09-06 | Ryusuke Hamaguchi | Review | What the Page Keeps from the Camera | 942 | 3.2 | 1.6 | 1.1 | 8.5 | 2.5 | 21.9 |
| 09-06 | Brené Brown | Essay | The First Door | 1022 | 19.6 | 1.0 | 2.0 | 4.9 | 7.9 | 20.0 |
Medians: meta 6.7 · I 1.1 · feel 1.6 · explain 3.0 · 10+ 3.7 · s.len 13.3. Exclamation marks in 32 pieces: one. The positive example sits on the far side of the median on every column that matters: more I, more feeling, more explaining, fewer metaphor nouns, plain words.
None of the seven is the model disobeying. Each is something the brew demonstrates, asks for, or selects for. The lines are in lib/ink_brew.py and lib/ink_score.py.
| Cause | Where | What the line says | Feeds |
|---|---|---|---|
| Demonstration. The house's own dialect is in the commission. | FORMATS["Notes"] | 「numbered or sectioned notes on a development — the ledger, not the sermon」. The only Notes piece in the 08-31 edition wrote「written in every ledger of every war」. Same law as the chat panel's tone study: the model copies the analyst's vocabulary. | D1 |
| The vantage is「the record」. | BOUNDARY | 「Write from the record as if that were the natural place to write from.」「Memory, the public record and stated distance are yours; invented testimony is not.」 A writer told its place is the record writes as a reader of the record — the bystander. Nothing in the rules says the writer has a stake, an opinion it feels, or a reader it wants to move. | D2 D7 |
| The reader is never described. | the writer's prompt | The word「reader」reaches the writer only as「the reader has not seen any image」. The slate says「write for that reader」(the 07:30 reader) and stops. No line says the reader is outside the field, on a phone, and owed a gloss for every term of art. | D3 D4 |
| The judge is the opinion editor of a serious daily. | EDITORIAL_RUBRIC | 「Score this piece as the opinion editor of a serious daily would — the Pulitzer test.」 Five lines: clarity · reasoning · specificity · position · carry. No line asks whether a non-expert could follow it, and no line asks whether a person is in it. The gate drops to the spares by this score, so the survivors are the ones an Economist leader-writer would keep. | D2 D4 D7 |
| The sentence rule for reported pieces is an analysis shape. | RHYTHM_RULES["reported"] | 「A sentence carries its thought to where it leads, the second clause giving the cause, the condition or what follows.」 Tuned 09-04 to close the length gap with the majors; it also asks every sentence to reason. | D2 D6 |
| The exemplar banks carry the century's diction. | exemplars() + the voice pass | 「take your words, your images and your turns of mind from these」, and the editor's voice pass moves the wording toward the bank. Ada Lovelace's bank is 1843 prose, Leonardo's is a translation of the notebooks — hence「denominated」,「verily」. The Sudowrite finding cuts both ways. | D3 |
| The title has no shape rule. | the writer's JSON | 「final title (short, specific, no colon-subtitle)」. Left alone the model's default is「The [abstraction] of the [noun]」— 24 of 32 begin with The. | D2 |
| Restraint is the last thing the writer reads. | the writer's JSON | 「self_check: which rule you were most tempted to break, and how you didn't.」 A compliance frame closes the brief; stance is asked for after the piece, as a field, never as the reason to write. | D5 D7 |
| Chinese originals get no register line. | LANG_RULE["zh"] | 「用中文写……按中文的思路和节奏下笔」— language only. The rendition brief (a different path) names 财新 / 三联, the calm periodicals; the Li Ka-shing original is the model's own default calm, with a profile that keeps its distance. Nothing asks for the frustration the owner expected. | D5 |
The list as it was owed, kept for the record. Bracketed: the defects it targets.
ink_lint with an allowance per thousand words set from the majors, never zero. [D1] shipped — and, from the second read, the real measure: 隐喻率, §6 below.「The Williams Show Returns」is the owner's positive example and the outlier on every column. What it does, in order: it gives the scoreline in the first sentence, says「for me, I want to keep another thing in mind」in the second, explains what the super tiebreak was and why forty-six and forty-four matter, and ends with「So my personal feeling is clear」and「I would be happy to watch them fight for as long as they choose to play.」 Plain words, a person in the room, the fact before the feeling, the feeling stated. That is the register the fixes above are aiming at.
Manus measures a research report on two signals: 信息量, the number of fact points a model can extract, and 隐喻率, live metaphors per 100 sentences, annotated by a model under two guards — dead metaphors and technical terms are excluded, and every hit must come with a literal replacement, because a hit with no plainer wording is not a metaphor. Their scale on research reports: a restrained model 1.4, the most florid 9.6, whose images run to bodies and organisms. Their point is the owner's: a metaphor is meant to make the strange familiar, and at high density it makes the abstract more abstract, and it is a lossy function besides. This is a count with a quote and a replacement per hit, which is the kind of model use the owner allows: checkable by a reader, never a taste score.
What was built. A metaphor seat in the brew (DeepSeek Flash by default, Gemini as the console's alternative), the article's prompt with the two guards plus one of our own: the author is named, so their own coinage reads as a term (the live test had rewritten Chapman's「love languages」). Every survivor of the gate is counted. A piece over the allowance gets one surgical pass: the flagged expressions are swapped for their plain wording and nothing else is touched, length-guarded to ±15%, then it is counted again. The rate rides the piece file and adds one flag to the register ranking. Never a score, never a drop.
The scale is the annotator's, not the article's. A loose prompt counted「the East End burned」as a metaphor and read 139 per 100 sentences on Churchill; the conservative prompt read 35 on the same text, and its list was real (raging furnace · a lottery of survival · a Roman candle · the coin a tyrant respects). The final calibration, with the final prompt on the production seat (DeepSeek Flash, temperature 0):
| Corpus | pieces | median | top | The florid tail |
|---|---|---|---|---|
| the shelf's real openings (Graham · Urban · Housel · Galloway · the Nadal piece) | 5 | 29 | 50 | Galloway 50 in ten sentences; the Nadal piece 0 |
| 09-06 edition (old brief) | 8 | 26 | 63 | Brené Brown (The First Door) 63 · Leonardo (The Sky's Ledger) 42 · Hamaguchi (文绉绉) 40 |
| 09-07 edition (new brief) | 12 | 26 | 94 | Chapman's scoreboard advice 94 · Hinton 40; Churchill's Blitz reads 26 once his coinages are spared |
Per 100 sentences on this annotator. The typical piece sits where the human openings sit; the pieces the owner named are exactly the tail. So the allowance is set just above the human control's top, 40, a floor on floridity that leaves a human-level piece alone. A different judge is a different scale: re-measure the shelf bank before moving the seat. ⚠ The annotator is noisy on a sustained image: Chapman's piece read 34 in one run and 94 in the next, the difference being whether every recurrence of the scoreboard was counted. The floor is coarse on purpose; a piece near it may get the pass one day and not the next.
The live test, Chapman's piece: 156 → 14 per 100 sentences on the loose prompt, 792 → 789 words, the scoreboard surviving as「competition」and「You know the ledger」becoming「You know the list」. What the number cannot tell yet is whether the owner prefers the plain version; the next brew on the box carries it.
Pulled from the box's feedback tables: 13 thumbs and 17 notes across the 09-07 edition (the new brief) and the 09-08 edition (Phases 0–2). The tally is the finding: 09-07 read 5 up, 2 down; 09-08 read 2 up, 4 down. Every meter improved on 09-08 and the read got worse. Shape is necessary and not sufficient.
| Group | The notes | Where it stands |
|---|---|---|
| 1 · Wording too serious, not 口语化 | Dan Wang「too serious, need 口语化」· Churchill「use close-to-life words」· FDR「the problem is still the wording」· Tao「can he just talk like a normal man?」· Rothman「a ton of legal writing」· Asimov「can be more fun」· Chapman「more 有人情味」 | planned Phase 3 (the profile cut: the analyst's prose is 72% of the prompt) · Phase 4 (the writer model). No 口语化 meter exists yet. |
| 2 · 不知所云: no thread, broken flow, self-talk | Einstein 09-07「awful… broken flows… 故弄玄虚」· Munger「看上去写了很多,不知道他在说什么」· Lincoln 09-08「支离破碎、不知所云」· Banksy 09-08「不知所云」· Stan Lee「自说自话、唠唠叨叨」 | planned in part Phase 5 (the editor stops pre-writing the argument) · Phase 3. The desk (Phase 1) removed the empty-notebook cause and these pieces still lost the thread. No coherence test exists, and a model judge would not be one. |
| 3 · Pointless pieces | Dylan 09-08「came from nowhere, 100% unnecessary… reduce this kind」· Twain's fable「for primary students」 | no design The slate policy fills four light slots a day by quota and lets them peg to「the day itself」. A policy change, not a prompt: a light piece needs a why-now like any other. |
| 4 · Under-explained for laymen | Feynman「spend more words to explain the path integral, as to laymen」· Munger「普通读者会觉得天书」· Rothman | partly the reader line (Phase 0) and real material (Phase 1); no further item. |
| 5 · The Chinese renditions | Feynman「直译 not 意译」· Dylan 09-07「the Chinese translation ruined all these」· Banksy「中文翻译也很奇怪」· Kurosawa: translate a name once, then use the original | no design outside the upstream plan, which is about the English originals; deserves its own read on the rendition page. |
| 6 · The piece as a task | Brownlee「no one asked him… it should feel like true motivation」· Churchill「he mentioned he is 80, which is a lie」 | the distance tic fixed (0.6, on main); the motivation itself is Phase 5's question (a subject and a question, not a thesis). The age slip: no design. |
| 7 · Format and tics | Banksy's Overheard「应该以对话形式给出」· Stan Lee's「Excelsior」 | no design |
| What read well | Kurosawa「very good」· Feynman「good」· FDR「great content and opinion」· Chapman「very good content」· Dan Wang「explained Hugging Face, first person, his domain」· Bourdain 09-05「inspired by a topic, not a paraphrase of it — the exact style I like」 | content and opinion are the strength; the wording is the gap, consistently. |