How to Stop Writing AI Slop

2026-07-19 · Source: AI on Medium · Field: Business & Management — Marketing, Branding & Advertising, Operations & Process Management, Project & Product Management · Depth: Intermediate, quick

Summary

The article addresses how to improve writing when utilizing AI tools, specifically tackling the issue of "AI slop"—generic, unoriginal content. The author details a personal process: starting with an idea, outlining topics and examples, then using AI systems like Gemini or Claude to structure and rewrite. The crucial final step involves extensive human editing to refine phrasing, ensure core ideas are accurately conveyed, and eliminate common AI writing tropes. The author emphasizes that while AI-assisted writing can save time, unedited AI output often becomes easily identifiable and lacks distinctiveness.

Key takeaway

For professional writers or content creators using AI, recognize that raw AI output often contains identifiable "slop" or tropes. You must actively edit and refine AI-generated drafts to inject your unique voice and ensure core ideas are accurately conveyed. Treat AI as a drafting assistant, not a final editor, to produce high-quality, authentic content that avoids generic patterns and stands out.

Key insights

Unedited AI-assisted writing often results in generic "AI slop" due to common tropes, requiring human refinement.

Principles

• AI-assisted writing needs human oversight.
• Identify and eliminate AI writing tropes.
• AI is a tool, not a replacement.

Method

Start with an idea, outline topics and examples, use AI (Gemini/Claude) to structure/rewrite, then perform final human edits to refine core ideas and phrasing.

In practice

• Use Gemini or Claude for initial drafts.
• Review AI output for generic phrasing.
• Refine AI text to match your voice.

Topics

• AI Writing
• Content Creation
• AI Editing
• Writing Quality
• Generative AI
• AI Tropes

Best for: Marketing Professional, Software Engineer, Consultant

Related on AIssential

• Humans Invented Slop Long Before AI — "AI slop" is not new; human writing was already predominantly low-quality and repetitive.
• There is only a smart way to use ai as a writer: — Smart writers use AI for research, brainstorming, and editing, but not for generating prose.
• 33 Tiny Habits That Make Your Writing Sound Like a Robot — AI-assisted writing often develops subtle, repetitive "tells" that betray its machine origin, which can be identified and corrected.
• AISLOPOPEDIA: The Complete Encyclopedia of AI-Generated Slop — AI-generated text often exhibits predictable, overused linguistic patterns that diminish originality and impact.
• I didn’t write that article; AI did. Could you tell? — AI can generate coherent, on-topic content but struggles to replicate a distinct human writing style.
• AI has cut my pay as a memoir writer in half | Letter — AI integration can halve freelance pay while maintaining equivalent human effort, shifting work from creation to intensive editing.

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Editorial summary, takeaway, and curation by AIssential. Original article published by AI on Medium.