Any AI tools that work on latex source code to clean up manuscript? lol.

[Mike Marchywka]

Thanks.
( top posting for stupid hotmail web interface too lazy to open thunderbird and command line
tools don't seem to work easily with oauth2..... )

I posted it on zenodo, researchgate, and academia. Academia provided an AI review,
not sure if you need to be me to see this but this is the link,

https://www.academia.edu/ai_review/130280509

Its generally quite positive, probably after lots of complaints lol,
and in a few cases echoed my commentary and flagged the stuff
I knew was a problem like "tone" as I was still moving things around.
It generated some references but I have not looked at them yet.
I suppose this is somewhat useful although I would be curious what an authoring
tool would do with the latex source :)

It ended with this which I would say is probably fair and not so generic as to be useless, 

"The manuscript proffers significant intellectual merits; however, methodical clarity and structural coherency should be further refined to realize its full potential and push the boundaries for further research exploration."



 Mike Marchywka 
157 Zachary 
Talking Rock GA 30175
was 44 Crosscreek Trail Jasper GA 30143
was 306 Charles Cox Drive  Canton, GA 30115
470-758-0799
404-788-1216 





________________________________________
From: Boris Veytsman <borisv at lk.net>
Sent: Tuesday, July 1, 2025 4:55 PM
To: Mike Marchywka
Cc: texhax at tug.org
Subject: Re: Any AI tools that work on latex source code to clean up manuscript? lol.

MM> From: Mike Marchywka <marchywka at hotmail.com>
MM> Date: Tue, 1 Jul 2025 11:23:42 +0000

MM> Once again I have a long manuscript that needs work but seems
MM> to have good info buried in it. I was debating about using AI but hunting down
MM> hallucinations could be more trouble than its worth.  Do any tools check
MM> citations etc?

We tried to use AI for cleaning TeX manuscripts.  Did not work
especially well for us.

--
Good luck

-Boris