Cataphoric forecasting
- Id
- cataphoric-forecasting
- Status
- Active
- Severity
- low
- Detection
- deterministic
- Evidence grade
- community-observed
- Languages
- en
- Added
- 2026-08-15
- Updated
- 2026-08-17
Currently signals low-effort writing.
What it is
The text announces how many points are coming before it makes any of them. vale-ai-tells implements the numbered lead-in as a rule with thirteen surface forms, and tropes.fyi carries the analogue. The count is usually accurate and almost always unnecessary, because on a page the items are about to appear where the reader can see them.
Why it reads as machine-made
Announcing a count buys nothing in writing. A reader can see how many items follow. In speech the move does real work, because a listener cannot scroll back, and it reaches text through material that was spoken first or written to sound spoken. Severity stays low for exactly that reason: the habit is ordinary, and it only reads as low effort when the list is already visible below it.
Specimens
There are three key reasons the migration slipped, and each one deserves its own paragraph. The first comes down to planning, or rather the lack of it. The second is about communication between the teams involved. The third is the one nobody wants to talk about, and it is probably the most important of them.
The migration slipped twice. The vendor export endpoint rate-limited at 200 rows a minute, and the staging disk filled on 3 March while nobody was watching it.
The count is announced, the three items arrive, and all three are empty. The repair drops the announcement and names the two causes. Figures in this repair are invented for the specimen.
How it is detected
- Pattern
- \b(?:(?:There|Here|Below) are (?:the )?(?:two|three|four|five|six|seven) (?:\w+ ){0,2}(?:reasons|ways|things|factors|points|steps|lessons|takeaways|pillars|principles)|(?:Two|Three|Four|Five|Six|Seven) (?:\w+ ){0,2}(?:things|factors|reasons|forces|patterns) (?:stand out|matter here|explain|drive this|define))\b
- Flags
- gi
- Scope
- sentence
Who writes this way legitimately
Presentation trainers teach this move as the standard way to open a section, and preachers, lecturers and anyone speaking to a room that cannot scroll back use it because a listener needs the count in advance. Conference abstracts and structured reports announce their own contributions by convention. Treat a hit in a transcript, a talk script or a slide deck as expected noise. On a page where the list is already visible below the sentence, the count is doing no work at all.
Model attribution
Undocumented by vendor. The pattern is heavy in chat-surface output, where a reply cannot rely on the reader seeing the whole answer at once, and it survives into pasted text that no longer has that problem.
Status history
| Date | Status | Rationale |
|---|---|---|
| 2026-08-15 | Active | Implemented as a live rule in one community rule set and listed in another, with no report of the habit fading. Severity is low because the move is ordinary in speech and in anything transcribed from it. |
Sources
- 01vale-ai-tells, 111 machine-checkable rulescommunityaccessed 2026-08-14
- 02tropes.fyi pattern directorycommunityaccessed 2026-08-14
CC BY 4.0 / The AI Tells Index, feedsquad.com/ai-tells