5 Commits

Author SHA1 Message Date
ee4f9039f2 Merge pull request 'Self-apply checklist to LLM prose tells doc' (#14) from self-apply-checklist into main
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Reviewed-on: #14
2026-03-05 00:33:44 +01:00
user
18173fabc6 self-apply checklist: fix triple, staccato, trailing clause, filler word
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2026-03-04 15:28:08 -08:00
68a00dc545 Merge pull request 'Remove unfunny frequency exchange from lol section' (#13) from lol-section-trim into main
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Reviewed-on: #13
2026-03-05 00:24:36 +01:00
user
533e77ad34 remove unfunny frequency exchange from lol section
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2026-03-04 15:23:38 -08:00
492fb85500 Merge pull request 'Fix em-dash examples in checklist + strip frequency persuasion' (#12) from llm-prose-tells-v10 into main
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Reviewed-on: #12
2026-03-05 00:20:32 +01:00

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@@ -1,7 +1,6 @@
# 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
@@ -443,12 +441,6 @@ roughly like this:
>
> **model:** _(rewrites entire document without em-dashes while describing
> em-dash overuse)_
>
> **human:** this whole document seems to be making the case for FREQUENCY of
> use being important. we don't care about frequency, remove all that
> persuasion.
>
> **model:** _(strips out every "humans do this too but less often" comparison)_
The human compared this process to the deleted scene in Terminator 2 where John
Connor switches the T-800's CPU to learning mode. The model compared it to a