Protecting Young Creators: An Expert Guide to Intellectual Property Safety in Youth AI Art

Executive Summary

Generative AI tools present exciting creative avenues for youth but introduce significant intellectual property (IP) challenges. U.S. copyright law requires human authorship, meaning AI-generated works alone are generally not protectable. This necessitates clear rules for AI art activities to ensure participants demonstrate sufficient human creative input. Key risks include inadvertent copyright infringement, data privacy violations (particularly for minors under COPPA/FERPA), and ambiguous IP ownership. A multi-faceted approach involving clear rules, parental consent, age-appropriate education on IP and AI ethics, careful tool selection, and transparent disclosure of AI use is crucial to foster innovation safely and ethically.

Objective

The goal of this doc is to equip AI For Art activities organizers, partners , educators, and youth program leaders with a comprehensive framework to proactively address these challenges. By implementing the guidance provided, organizations can foster innovation and creativity through AI while ensuring a legally compliant, ethically sound, and safe environment for young creators.

Highlights

  • Human Authorship is Key: U.S. Copyright Office (USCO) guidance and court rulings (e.g., Thaler v. Perlmutter) affirm that only works with sufficient human creative input are copyrightable; AI is a tool, not an author. Merely providing prompts is generally insufficient for authorship.  

  • IP Risks in AI Art:

    • Infringement via Output: AI might generate art substantially similar to copyrighted works in its training data.  

    • Infringement via Prompt: Using copyrighted characters, artist names, or uploading protected images in prompts is high-risk.  

    • Data Leakage: Sensitive PII or creative prompts can be exposed through AI tools, especially free versions.  

    • Ownership Ambiguity: Confusion over who owns AI-assisted creations is common without clear rules.

    • Ethical Issues: AI can perpetuate bias, create misinformation, or be used unethically if not guided.

  • Minors' IP & Safety: Children own copyright in their original works but have limited legal capacity to manage it, requiring parental consent for agreements. Data privacy laws (COPPA, FERPA, CIPA) are critical.

  • Case Studies: Incidents like the Colorado State Fair AI art win and school plagiarism issues highlight the need for clear rules and education. Ongoing lawsuits (e.g., Andersen v. Stability AI ) underscore risks from AI training data.  

Actionable Items for AI for Art activities Organizers and Partners

  1. Define Human Authorship Standards: Clearly state in rules that submissions require significant human creative input beyond AI prompts. Provide examples of acceptable/unacceptable AI use.

  2. Establish Clear Prompting Guidelines: Prohibit prompts using specific copyrighted characters/works or named contemporary artists. Forbid uploading copyrighted images as references without permission. Ban PII in prompts.  

  3. Mandate AI Use Disclosure & Documentation: Require participants to disclose AI tool usage and describe their human creative contributions and process. Encourage use of C2PA/IPTC metadata if feasible.

  4. Implement Comprehensive Participant Agreements: Secure verifiable parental/guardian consent for minors. Clearly state that participants own IP in their original human contributions (subject to copyright law limits). Grant organizers limited promotional use rights. Include disclaimers regarding AI output copyrightability and liability.

  5. Provide Age-Appropriate IP & AI Ethics Education: Conduct a workshop covering basic copyright (human authorship, fair use, derivative works), how AI tools work, prompt risks (style mimicry, PII), and ethical AI use. Use simple language and interactive activities. Provide a "Safe Use Checklist".  

  6. Select and Recommend Safer Tools: If possible, vet and recommend AI tools with transparent data policies and/or provenance features (e.g., C2PA/IPTC support). Advise against inputting PII.  

  7. Implement Fair Enforcement: Clearly state consequences for rule violations. Use reverse image search for spot checks. Verify disclosures. Do not rely on AI content detection tools for punitive actions due to unreliability.

  8. Evaluate Impact: Use pre/post surveys and submission analysis to measure understanding and compliance, and iterate for future events.

Deep Dive Topics

AI Art, Copyright, and Minors
IP-Safe AI Art Hackathon

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AI Art, Copyright, and Minors