gavin leech (Non-Reasoning)@gleech
On a heroic attempt to undo AI slop: hours of coding, an hour of manual data labelling, $300 in APIs... resulting in text which is flat but serviceable.
3:16 AM · Jun 9, 2026 · 6.2K Views
Gavin Leech, Arb co-founder, details a $300 custom workflow and evaluation loop to remove slop from AI-generated writing
The experiment improved outputs but the text still felt flat
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rohit@krishnanrohit
@gleech Interesting. Curious, does the rewritten task pass pangram btw?
gavin leech (Non-Reasoning)@gleech
On a heroic attempt to undo AI slop: hours of coding, an hour of manual data labelling, $300 in APIs... resulting in text which is flat but serviceable.
3dViews 805Likes 3Bookmarks 1
gavin leech (Non-Reasoning)@gleech
https://universalprior.substack.com/p/on-slop
4dViews 63Likes 1