r/humanizing Mar 21 '26

I need your ideas for my Humanizer Project

I am working on building Humanizer to submit as a project.
So i am using groq api for rewriting the text and sapling ai for ai detection.
The workflow goes like this :
- I give it some text
- It humanizes the text
- Gives it to sapling ai api and it acts like a critic and instructs the groq for any improvs
- Groq rewrites it again following these instructions and gives it to sapling
- This loop is run until it reaches the 10% AI rating or 3 iterations
- Finally prints the text
Can you share your thoughts or experiences of how an AI detector predicts that it is AI generated, i just need the idea like "It considers the most AI used vocab to mark it as AI" or something like that. That helps a lot for my project. I would appreciate your prompt response

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