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Artificial Intelligence and Indigenous Cultural Appropriation: Legal Challenges and Emerging Protections

Talia Victoria V Kosh

Summary

  • USPTO databases of registered symbols can prevent unauthorized trademark applications and protect Indigenous cultural artifacts.
  • Geographical Indications (GIs) could protect cultural products, similar to how “Champagne” is protected under TRIPS Agreement.
  • Data licensing models that require AI developers to obtain formal agreements before using cultural data help prevent unauthorized use of Indigenous art.
Artificial Intelligence and Indigenous Cultural Appropriation: Legal Challenges and Emerging Protections
Doug Pensinger via Getty Images

Introduction

The rapid advancement of artificial intelligence (AI) presents new challenges and opportunities for protecting Indigenous cultural heritage. While cultural appropriation has long been a legal and ethical issue, AI systems exacerbate these concerns by harvesting Indigenous data, replicating traditional designs, and generating cultural expressions without consent. This raises critical questions about intellectual property (IP) protections, ethical AI use, and regulatory oversight.

This article explores the legal frameworks governing Indigenous cultural appropriation, the impact of AI on Indigenous intellectual property rights, and actionable legal strategies for protecting Indigenous traditions in the digital era.

Key Legal Cases

Urban Outfitters v. Navajo Nation (2012)

The legal battle between Urban Outfitters and the Navajo Nation stands as one of the most significant examples of a tribe asserting control over its brand and identity in the face of cultural exploitation.

In Navajo Nation v. Urban Outfitters, Inc., 935 F. Supp. 2d 1147 (D.N.M. 2013), the Navajo Nation sued the retail giant for selling "Navajo"-branded clothing, jewelry, and even flasks, arguing that:

  1. The products infringed the Nava-jo Nation’s registered trademarks under the Lanham Act, 15 U.S.C. § 1114.
  2. Urban Outfitters engaged in false advertising and unfair competition under 15 U.S.C. § 1125(a).
  3. The company violated the Indian Arts and Crafts Act (IACA), 25 U.S.C. § 305e, which prohibits falsely marketing products as Native American-made.

Urban Outfitters claimed that "Navajo" was a generic term, but the court rejected this defense, affirming that Indigenous groups can control how their names and designs are used in commerce. The case ended in a settlement, with Urban Outfitters agreeing to a licensing deal—a bittersweet victory, as legal battles of this magnitude require immense financial resources that many Indigenous communities simply don’t have.

Washington Football Team and the “Redskins” Trademark

Another high-profile dispute over Indigenous representation occurred in Blackhorse v. Pro- Football, Inc., 111 U.S.P.Q.2d 1080 (T.T.A.B. 2014), where the U.S. Patent and Trademark Office (USPTO) canceled six trademarks associated with the Washington Football Team’s former name, "Redskins," on the grounds that they were disparaging under the Lanham Act’s anti-disparagement clause.

However, in Matal v. Tam, 582 U.S. 218 (2017), the Supreme Court struck down the anti-disparagement clause, ruling that it violated the First Amendment. This meant that offensive trademarks could not be denied or canceled on moral grounds alone.

Despite winning in court, the team ultimately changed its name due to overwhelming public and corporate pressure—a reminder that cultural and financial consequences often outweigh legal ones.

The Zia Symbol and Cultural Misappropriation

The Zia symbol, which appears on New Mexico’s state flag, was adopted without the Zia Pueblo’s consent in 1925. Since then, it has been widely commercialized without benefiting the tribe.

In 2014, the Zia Pueblo issued a resolution requesting that businesses seek permission via email before using the symbol. However, enforcement is difficult because trademark law offers limited protection for widely used cultural symbols.

To address such issues, the USPTO maintains a database of Native symbols and tribal insignia to prevent unauthorized trademark applications. Indigenous communities are encouraged to register their symbols in this database for protection.

Artificial Intelligence and Indigenous Cultural Appropriation.

AI doesn’t just copy Indigenous art, it consumes it, training on massive datasets scraped from the internet, including Indigenous symbols, languages, and traditional patterns. These datasets are then used to generate art, music, and even language models that mimic Indigenous cultures, often without credit, consent, or compensation.

One real-world example is Lionbridge, a tech company that recruited Indigenous speakers to help train AI language models, but with unclear agreements on data ownership. Who owns the language once it’s fed into AI? If an AI model generates speech in a Native tongue, does it belong to the AI company, or the people who have spoken it for generations?

Current Initiatives Supporting Indigenous AI and IP Rights

Several organizations are working to protect Indigenous knowledge and develop ethical AI frameworks, including:

  • Indigenous AI Initiative (New Zealand) – Creates AI for language preservation.
  • NINetwork (Canada) – Collaborates with Indigenous researchers to develop AI tools for self-determination.
  • University of Melbourne’s Indigenous Knowledge Institute – Works on AI ethics and Indigenous knowledge.
  • University of Arizona’s Indigenous Entrepreneurship Program – Sup-ports Indigenous businesses in protecting IP.
  • Te Hiku Media, a Māori-led initiative in New Zealand, which developed AI language tools while ensuring community ownership of the data, a model that Indigenous groups can look to where AI is utilized to benefit Indigenous groups, instead of exploit.

Legal Strategies for Protecting Indigenous IP from AI Misuse

Trademark and Certification Marks for Indigenous Groups. One proactive solution is the use of Collective and Certification Marks under 15 U.S.C. § 1054. Indigenous organizations can register marks to certify authenticity and prevent AI-generated knockoffs. Tribal insignia databases at the USPTO allow Indigenous groups to block im-proper trademark registrations of cultural symbols.

Geographical Indications (GIs) could protect cultural products, similar to how “Champagne” is protected under TRIPS Agreement, Article 22. Similar to how "Champagne" is protected, tribes may seek GI status for products like “Navajo” rugs or “Hawaiian” Kona coffee.

Indigenous entrepreneurs can also use IP tools, such as Collective Marks, which are used by Indigenous cooperatives to certify authenticity.

Licensing Agreements for AI Companies Using Indigenous Data

Indigenous communities should consider implementing data licensing models that require AI developers to obtain formal agreements before using cultural data. These agreements should clearly outline consent, compensation, and usage limitations to prevent misappropriation.

Models that provide a foundation for such licensing frameworks include:

  • The Creative Commons Indigenous Protocols License. Creative Commons has developed Indigenous Knowledge (IK) Licenses, which incorporate Indigenous protocols for data governance into open licensing frameworks. These licenses require AI developers and researchers to obtain express per-mission before using cultural data and ensure that Indigenous communities retain control over how their knowledge is used.
  • The Traditional Knowledge Digital Library (TKDL) Model. The Traditional Knowledge Digital Library (TKDL) was developed by the Indian government and the Council of Scientific and Industrial Research (CSIR) as a defensive intellectual property mechanism to prevent biopiracy and unauthorized patents on Indigenous medicinal knowledge. TKDL provides a centralized database of traditional knowledge that can be used to block improper patent applications, ensuring that Indigenous communities maintain ownership of their ancestral knowledge.

The Future of AI and Indigenous Protection

AI’s unregulated expansion threatens Indigenous intellectual property rights. Legal protections must be strengthened, but Indigenous communities must also take proactive steps to safeguard their data. The conversation around AI ethics, transparency, and regulation is still in its early stages, and Congress remains slow to act. Until meaningful regulations are in place, Indigenous groups must rely on trade-mark law, licensing agreements, and ethical AI partnerships to protect their cultural heritage.

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