Canned notability emphasis
- Id
- canned-notability-emphasis
- Status
- Active
- Severity
- medium
- Detection
- deterministic
- Evidence grade
- community-observed
- Languages
- en
- Added
- 2026-08-15
- Updated
- 2026-08-15
Currently signals low-effort writing.
What it is
The text lists what kinds of sources covered a subject instead of what those sources said. Trade publications, regional media, independent coverage. The categories arrive; the content does not.
Why it reads as machine-made
Asked to establish that someone matters, a model reaches for the vocabulary of the criteria rather than the evidence behind them, and on Wikipedia it often echoes the wording of the notability guideline back at the reader. Wikipedia records the habit as more common in tools released from 2025 onward, which makes it one of the few entries in this dataset pointing forward rather than back. The social-media variant is the tell in miniature: a claim that a subject is present online, which is true of everyone and describes nothing.
Specimens
Aino Verkkola is a designer whose work has been featured in numerous national media outlets and who maintains an active social media presence across several platforms.
Aino Verkkola designed the wayfinding system for a Tampere hospital that opened in 2023, and the hospital's project page names her and shows the drawings. Two of her signs were replaced within a year because staff kept walking past them, which she has written about.
The designer is invented for this specimen. The repair drops the categories of coverage and gives one project, one date and one thing that went wrong.
How it is detected
- Pattern
- (?:\b(?:maintain|maintains|maintained|has|have)\s+an\s+active\s+(?:social[- ]media|online)\s+presence\b)|(?:\b(?:featured|profiled|covered)\s+in\s+(?:a\s+(?:number|variety)\s+of|several|numerous|various|multiple|many)\s+(?:(?:national|regional|local|international|major|prominent|leading)\s+)?(?:media\s+|news\s+|trade\s+)?(?:outlets|publications|newspapers|magazines)\b)|(?:\breceived\s+(?:widespread\s+|significant\s+|extensive\s+)?independent\s+coverage\b)
- Flags
- gi
- Scope
- sentence
Who writes this way legitimately
Public-relations biographies, speaker one-sheets, grant applications and award nominations are built from this move, and it is the genre contract in all four. A publicist who writes that a client has been profiled in several trade publications is doing the job as briefed. Media-studies writing describes coverage by outlet type as a matter of method, and so does any piece about how a story spread. Wikipedia editors themselves cite source categories when arguing notability at deletion discussions, which is the guideline working as intended. The pattern here is deliberately narrow, matching only the vaguest forms, because the same words in a sentence that names the outlet are ordinary reporting.
Model attribution
Wikipedia records this as more common in text from tools released in 2025 or later. That is a community observation over article revisions rather than a controlled measurement, and it is the only dating available.
Platform notes
- wikipedia
- Filed under the shortcut WP:OVERATTRIBUTION. The page notes that human press releases have cited news clippings for decades, and that what marks the machine version is echoing the wording of the notability guideline itself.
Status history
| Date | Status | Rationale |
|---|---|---|
| 2026-08-15 | Active | Wikipedia names the pattern, quotes examples from 2025 revisions and records that it is more common in later models. Single-source, so the grade stays community-observed, and the pattern is written narrowly because the phrasing overlaps with ordinary publicity writing. |
Sources
- 01Wikipedia: Signs of AI writingcommunityaccessed 2026-08-14
CC BY 4.0 / The AI Tells Index, feedsquad.com/ai-tells