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# LLM Prose Tells
A catalog of structural, lexical, and rhetorical patterns found in LLM-generated
prose.
A catalog of patterns found in LLM-generated prose.
---
@@ -18,7 +17,7 @@ A negation followed by an em-dash and a reframe.
Even outside the "not X but Y" pivot, models substitute em-dashes for commas,
semicolons, parentheses, colons, and periods. The em-dash can replace any other
punctuation mark, and models default to it for that reason.
punctuation mark, so models default to it.
### The Colon Elaboration
@@ -79,8 +78,7 @@ zero information. The actual point is always in the next paragraph.
> "This is, of course, a simplification." "There are, to be fair, exceptions."
Parenthetical asides inserted to perform nuance without ever changing the
argument.
Parenthetical asides inserted to perform nuance without changing the argument.
### The Unnecessary Contrast
@@ -127,10 +125,10 @@ precedent), "navigate," "foster," "underscores," "resonates," "embark,"
### Elevated Register Drift
Models write one register above where a human would. "Use" becomes "utilize."
"Start" becomes "commence." "Help" becomes "facilitate." "Show" becomes
"demonstrate." "Try" becomes "endeavor." "Change" becomes "transform." "Make"
becomes "craft."
Models write one register above where a human would, replacing "use" with
"utilize," "start" with "commence," "help" with "facilitate," "show" with
"demonstrate," "try" with "endeavor," "change" with "transform," and "make" with
"craft."
### Filler Adverbs