Recognizing AI Slop

How to Tell Whether Content Was Written by AI

AI Slop” is mediocre AI-generated content posted to social media such as X, Facebook, YouTube, etc., for the sole purpose of getting views and monetization. In fact, YouTube is experiencing an AI crisis. Some of the fastest-growing channels post AI content.
When an article sounds too good, suspect AI. Here are some things to watch out for.

Writing Style

  • AI writes very even paragraphs with the same length and tone.
  • AI doesn’t follow the usual essay structure. Instead it tends to repeat the same point.
  • You can swap sections or delete paragraphs without changing much.
  • AI tends to explain what something means too early instead of presenting evidence.
  • AI rarely leaves things open-ended. The ending tries to wrap everything up neatly.

Repetition & Word Games

AI says the same thing in different ways by using synonyms like important, significant, and meaningful to hide repetition.
It uses drama for emphasis, like: “It wasn’t just X. It was Y.” or “No signs. No answers.”

Tone & Emotional Manipulation

Instead of just telling what happened, it attempts to engage the reader by suggesting how they should feel. It may seem manipulative.
It often uses big words to sound “deep” but doesn’t really say anything new.
The emotional tone stays flat the whole time.

Safe Language

AI avoids strong opinions by using non-committal phrases like “Some say…” and “Others suggest…”. It avoids ruffling feathers or being outright wrong.

Impersonal

AI writing has little personality or regional voice, and it rarely includes personal anecdotes.

Common Formatting Tells

  • AI writing usually has no typos or grammatical errors.
  • Overuse of em dashes —
  • “Quotation marks” for emphasis, especially curly quotes.
  • Repeated sentence structures across paragraphs and sections.
  • Repeated information across sections.

Accuracy

AI can “hallucinate” facts. Always check sources. References may sound right but not actually exist.
This article is from The Stanford Institute for Human-Centered AI (HAI):

Large language models have a documented tendency to “hallucinate,” or make up false information. In one highly-publicized case, a New York lawyer faced sanctions for citing ChatGPT-invented fictional cases in a legal brief; many similar cases have since been reported. And our previous study of general-purpose chatbots found that they hallucinated between 58% and 82% of the time on legal queries, highlighting the risks of incorporating AI into legal practice.
AI on Trial: Legal Models Hallucinate in 1 out of 6 (or More) Benchmarking Queries

In Summary

AI seems like a shortcut to getting articles written in a hurry. But AI doesn’t usually add new ideas. Instead, it repeats and reinforces the same point.
Its strength is gathering and smoothing information but its fatal weakness is depth and originality.
If an article looks too polished, trust your instincts. Use one of the tools below to check.

Is It Wrong to Use AI?

Not completely.
AI is useful for gathering facts from multiple sources and summarizing that information, but it often falls short when writing full articles.
In this writer’s opinion, AI is better as a tool, not a replacement for human writing.

Resources

There are tools that can help identify AI articles, but none are perfect. Don’t rely on just one. Use a few and compare. The following tools have free options.

  • GPTZero is the most accurate commercial AI detector according to latest benchmarks.
  • QuillBot AI content detector is trained to detect content generated by GPT-5, Gemini, Claude, Llama, and more. A Chrome plugin is available.
  • Grammerly AI checker, trained to identify AI-generated text.

Was It Written by AI?

When an article sounds too good, suspect AI. Here are some things to watch out for.

Writing Style

  • AI writes very even paragraphs with the same length and tone.
  • It doesn’t follow the usual essay structure. Instead it tends to repeat the same point.
  • You can swap sections or delete paragraphs without changing the meaning.
  • AI tends to explain what something means too early instead of presenting evidence.
  • AI rarely leaves things open-ended. The ending tries to wrap everything up neatly.

Repetition & Word Tricks

AI says the same thing in different ways by using synonyms like important, significant, and meaningful to hide repetition.
It uses drama for emphasis, like: “It wasn’t just X. It was Y.” or “No signs. No answers.”

Tone & Emotional Manipulation

  • Instead of just telling what happened, AI suggests how you should feel. It may feel manipulative.
  • AI often uses big words to sound “deep” but doesn’t really say anything new.
  • The emotional tone stays flat the whole time.

Safe Language

AI avoids strong opinions by using non-committal phrases like “Some say…” and “Others suggest…”. It avoids ruffling feathers or being outright wrong.

Impersonal

AI writing has no typos or grammatical errors. It has little personality or regional voice, and it rarely includes personal anecdotes.

Common AI Formatting Tells

  • Overuse of em dashes —
  • “Quotation marks” for emphasis, especially “curly quotes”
  • Repeated sentence structures across paragraphs
  • Repeated information across sections

Accuracy

AI can “hallucinate” facts. Always check sources. References may sound right but not actually exist.

Large language models have a documented tendency to “hallucinate,” or make up false information. In one highly-publicized case, a New York lawyer faced sanctions for citing ChatGPT-invented fictional cases in a legal brief; many similar cases have since been reported. And our previous study of general-purpose chatbots found that they hallucinated between 58% and 82% of the time on legal queries, highlighting the risks of incorporating AI into legal practice.
– The Stanford Institute for Human-Centered AI (HAI), “AI on Trial: Legal Models Hallucinate in 1 out of 6 (or More) Benchmarking Queries

Summary

AI doesn’t usually add new ideas. Instead, it repeats and reinforces the same point.

AI’s strength is gathering information but its fatal weakness is depth and originality.

If an article looks too polished, trust your instincts. Use one of the tools below to check.

Is It Wrong To Use AI?

Not completely.

AI is useful for gathering facts from multiple sources and summarizing that information, but it often falls short when writing full articles.

In this writer’s opinion, AI is better as a research tool, not a replacement for human writing.

Resources

There are free tools that can help identify AI articles, but none are perfect.

  • GPTZero GPTZero detects AI content from ChatGPT, GPT-5, Claude, Gemini, and checks writing quality to make every word worth reading.
  • QuillBot AI Detector by QuillBot. Paste your text to check whether it was written by AI. Our AI detector is trained to detect content generated by GPT-5, Gemini, Claude, Llama, and more.
  • Grammarly Grammarly. Navigate responsible AI use with our AI checker, trained to identify AI-generated text. A clear score shows how much of your work appears to be written with AI so you can submit it with peace of mind.

Getting Started with ChatGPT

Getting Started with ChatGPT: A Quick Guide for Beginners

Getting Started With ChatGPT
Getting Started With ChatGPT
by ChatGPT and kittehboi

Although ChatGPT can be a hard-hitter, solving tough problems in finance, engineering, math and physics, it can be your personal idea buddy, helper, and teacher too! The more you play with it, the more you’ll discover. Go to ChatGPT.com and give it a try!

Start Simple

Try asking about everyday topics:
“Help me write a short thank-you note.”
“What’s a good dinner recipe with chicken, almonds, and rice?”
“Can you explain gravity like I’m 10 years old?”

Be Clear and Specific

The more specific your question, the better the answer.
Instead of: “Tell me about dogs”
Try: “What’s the best dog breed for apartment living?”

Talk Naturally

You don’t need special commands. Just ask like you would ask a friend:
“What’s a fun book series for teens?”
“How do I make a resume?”

Ask Follow-Up Questions

If the answer isn’t quite right, reword the question.
“Can you explain that in simpler words?”
“What are some examples?”
“Can you show me a shorter version?”

Use ChatGPT for All Kinds of Tasks

Learning and studying: “Summarize the American Revolution.”
Creative writing: “Write a poem about the ocean.”
Brainstorming: “Give me 10 gift ideas for a 12-year-old.”
Planning: “Help me create a budget for vacation.”
Emails and messages: “Draft a professional thank-you email.”

Ask for Help About ChatGPT

You can even ask how to use ChatGPT better:
“What kinds of things can I ask you?”
“What’s the best way to get creative ideas from ChatGPT?”

Enjoy the Journey!