Invented concept labels
- Id
- invented-concept-label
- Status
- Active
- Severity
- medium
- Detection
- judge
- Evidence grade
- community-observed
- Languages
- en
- Added
- 2026-08-15
- Updated
- 2026-08-17
Currently signals low-effort writing.
What it is
A coined, capitalised framework presented as an established term of art. Three named laws, a labelled matrix, a phase model, arriving with a definite article and no history.
Why it reads as machine-made
Naming a concept is a low-cost way to sound like the literature, and the capital letters do the work that a citation would. A community pattern directory names the move in its list of writing patterns. Coinage itself is fine and necessary. What marks this version is the absence of any acknowledgement that the term is new, which is the one sentence an honest coiner always writes.
Specimens
This is the Trust Gradient at work: attention falls as specificity rises, an effect every practitioner in the field will recognise the moment it is described to them. The framework has been discussed in the literature for years, and versions of it turn up under other names in adjacent disciplines. Once you see the gradient you begin to see it everywhere, and accounting for it early is the difference between a decision that ages well and one that does not.
I am going to call this the trust gradient. It is my name for it and nobody else uses it. What I mean is narrow: across four onboarding tests, the pages that named a price drew fewer visitors and produced more signups. Four tests is not an effect and it is certainly not a law.
Tests and results in this repair are invented for the specimen. The specimen leans on a literature and a recognition that are never named, which is the whole move. The repair keeps the coinage and drops the pretence that it has a history.
How it is detected
- Rubric
- Task: find coined terms presented as established ones. Step 1. List every capitalised multi-word noun phrase presented as a concept, principle, law, effect, framework, matrix, model or curve. Step 2. For each, check the text for attribution or acknowledgement: a citation, a named originator, or a sentence marking the term as the author's own. Step 3. Search for prior use outside this text. Record found, not found, or unreachable. Step 4. Note the framing: a definite article plus a claim that practitioners recognise the term is the shape this tell takes. Escape hatches: the author explicitly claims the coinage, which is the honest form and passes; registered product, method or certification names; terms genuinely used in the field that the reviewer does not know, which return UNKNOWN; internal company vocabulary in an internal document; translations of an established term from another language. Decision. FLAG when a term has a definite article, no attribution, no prior use, and a claim of recognition. WEAK when three of those four hold. Output: the term, the four checks, and the verdict.
Who writes this way legitimately
Coinage is how vocabulary grows, and every term of art was invented by somebody who had to use it before anyone else recognised it. Consultants, researchers and practitioners name things for good reasons: a name makes a pattern discussable. Internal company vocabulary looks exactly like this from outside and is perfectly legitimate inside. Reviewers also routinely fail to recognise real terms from adjacent fields, and translated terminology arrives looking invented. The check that survives all of this is whether the text acknowledges the term as new. A writer who says this is my name for it has done nothing wrong, whatever the name is.
Model attribution
Undocumented per vendor. The directory that names the pattern does not attribute it to a family, and no measurement exists.
Status history
| Date | Status | Rationale |
|---|---|---|
| 2026-08-15 | Active | Named by one community pattern directory and nowhere else in our source set, so the grade is community-observed and the entry says so. The acknowledgement test is what keeps it from condemning ordinary coinage. |
Sources
- 01tropes.fyi pattern directorycommunityaccessed 2026-08-14
CC BY 4.0 / The AI Tells Index, feedsquad.com/ai-tells