Bad AI writing often looks finished. Clean grammar and neat structure can hide empty claims, repeated rhythms, vague verbs, and a conclusion that could fit almost any topic.
This audio essay treats AI slop as a shipping problem, not a prompting problem. Gaurav walks through a practical five-rule edit for prose, product copy, documentation, interface text, and code comments. You will hear the information-density and rhythm tests, a 47-word pricing paragraph reduced to the facts a buyer needs, and the eight questions to run before any AI-assisted draft ships.
CHAPTERS
00:00 AI slop is a shipping problem
02:57 Five rules that remove slop
06:56 The eight-question shipping check
SOURCES AND RESOURCES
Source article: Stop Slop Skill: How I Stop AI Slop Before Shipping
Open-source skill: Stop Slop on GitHub
Research: Measuring AI Slop in Text
Research: BetterUp and Stanford workslop research
ABOUT GAURAV TIWARI
Gaurav Tiwari is a WordPress developer, educator, writer, and founder of Gatilab. He publishes practical, evidence-led work on WordPress, SEO, AI, technology, education, and online business.
Read more: About Gaurav Tiwari
Website: gauravtiwari.org
PRODUCTION NOTE
This is an audio-first adaptation, not a verbatim reading. The narration uses an AI-generated version of the saved Adamya Sharma voice. The source article, editorial decisions, examples, and final script are by Gaurav Tiwari.