How AI Detection Tools Work
Understanding the methods used by AI detection systems and how to ensure your content passes.
AI detection tools are becoming increasingly sophisticated. Understanding how they work can help you produce cleaner, more natural content.
Detection Methods
1. Perplexity Analysis
AI-generated text often has low "perplexity" - meaning it's more predictable than human writing. Detection tools measure this predictability.
2. Burstiness Detection
Human writing varies in sentence length and complexity. AI tends to be more uniform. Detection tools look for this lack of "burstiness."
3. Character Analysis
Many tools scan for the telltale Unicode characters and formatting that AI systems often include - exactly what CopyCleanse removes.
4. Pattern Recognition
Machine learning models are trained on known AI-generated text to recognize characteristic patterns.
How CopyCleanse Helps
While CopyCleanse doesn't change your writing style (that's up to you!), it does:
- Remove invisible Unicode markers
- Normalize typography to human conventions
- Clean tracking parameters from links
- Eliminate formatting artifacts
The Bottom Line
The best approach to AI-assisted content is to:
- Use AI as a starting point
- Edit and personalize the content
- Clean technical artifacts with CopyCleanse
- Review before publishing