> ## Documentation Index
> Fetch the complete documentation index at: https://carat.im/docs/llms.txt
> Use this file to discover all available pages before exploring further.

# Are there limitations to AI editing features?

Yes, AI editing features have technical limitations and cannot perfectly handle all requests.

### Main technical limitations of AI editing features

* **Lack of precision:** There are limitations in precise editing of small elements in images (fingers, text, pupils, etc.) or fine detail corrections.
* **Background/context mismatch:** When editing only specific areas while maintaining the overall lighting, shadows, and style of the image, context with the surrounding background may break.
* **Excessive changes:** Requests with many reference images or complex edits have a higher chance of failure or unwanted results.

### Recommended solutions

* **Regenerate recommended:** If multiple edits still aren't satisfactory and awkwardness between background and subject persists, generating the desired result from scratch may be **more efficient in terms of time and usage**.

* **Use professional tools:** For precise editing or complex image compositing, we recommend saving the output and using professional editing programs like Photoshop.