Copyright risks when contributing AI-generated code include potential replication of copyrighted material and unclear ownership; developers can ensure compliance by reviewing licensing, using open datasets, and verifying originality.
Here is the code snippet you can refer to:

In the above code we are using the following key points:
- Scans Code Files for License Compliance by detecting standard open-source licenses.
- Uses Regex Patterns to Identify License Types (e.g., MIT, Apache, GPL).
- Warns if No License is Found, prompting manual review.
- Ensures AI-Generated Code Meets Legal Standards before contribution.
- Helps Maintain Ethical Open-Source Practices by verifying attribution.
Hence, developers can mitigate copyright risks by checking for proper licensing, verifying AI-generated code originality, and ensuring compliance with legal and ethical standards.