Detector tell · 3 patterns · weight 2
Spatial metaphors for things that are not places
Three rows at weight 2 matching the habit of treating an abstract subject as terrain: a landscape to survey, a world to enter, a path to navigate.
Our detector calls this category “AI metaphor”. The patterns below are
read out of functions/api/tools/detect.js when this page is
built, and the examples are produced by running the shipped scorer over the
48 licensed samples in our
benchmark. If a claim here stops matching the engine, the build fails.
What our own benchmark saw
Did not appear anywhere in the benchmark — no human sample and no AI sample. That is a fact about the benchmark. This label fires on text matching its own pattern; the probe below is run on every build and fails it if it stops.
We are not going to invent an example to fill the gap. What we can show instead is a sentence we wrote ourselves, purely to check that the rule is live.
A constructed example — written by us, not evidence
This sentence was written for this check. It is not from the benchmark, nobody wrote it as real prose, and it says nothing about how anyone writes. Its only job is to prove the rule still fires, and the generator fails the build if it stops.
“Anyone can navigate the landscape of open-source licensing with help.”
-
/\blandscape of\b/gi→ “landscape of” -
/\bnavigate the\b/gi→ “navigate the”
What it means when a person writes this way
Business and journalism have written this way for a century. "The world of finance" predates every model by decades, and a human writer reaching for it is usually reaching for a familiar phrase under deadline rather than producing a machine tell.
The patterns, as the engine holds them
3 of the 70 rows in our phrase table carry this label. They are printed here as they are written, because a paraphrase of a regular expression is a different regular expression.
/\blandscape of\b/gi weight 2 Matches “landscape of” , in any capitalisation .
/\bthe world of\b/gi weight 2 Matches “the world of” , in any capitalisation .
/\bnavigate the\b/gi weight 2 Matches “navigate the” , in any capitalisation .
What a hit does to your score
The phrase model is one of four in our ensemble, and its formula is
patternScore = min(98, max(5, 10 + 7 x total weight)). One
occurrence of the heaviest row in this category takes that model from 10 to
24 out of 100 —
and the pattern model carries 40% of the ensemble when the em-dash signal fires and 55% when it does not.
"landscape of" and "the world of" are unanchored substrings, so they match inside longer phrases — "the changing landscape of retail" counts once.
Check your own text
Our detector is free and shows you which sentences it flagged and why, including this category. It also gets things wrong, and we publish how often.
Other things the detector looks for
- AI vocabulary — 16 patterns
- Formal connector — 4 patterns
- GPT-4 closer — 8 patterns
- GPT-4 sycophant opener — 7 patterns
- GPT-4 labeled output — 4 patterns
- Structural marker — 4 patterns
- All 22 categories