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AIModelKit > Ethics > How AI Companies are Adopting Empire Strategies for Success
Ethics

How AI Companies are Adopting Empire Strategies for Success

aimodelkit
Last updated: November 26, 2025 7:00 am
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How AI Companies are Adopting Empire Strategies for Success
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Digital Colonialism: The Fight for Data Sovereignty

In the rapidly evolving landscape of artificial intelligence, the actions of leading tech companies like OpenAI and Google reveal a troubling trend. These titans of technology are harvesting vast amounts of data from the internet—photos, videos, books, and blog posts—often without tribute to the original creators. This practice raises serious ethical questions about consent and ownership, echoing a familiar narrative of exploitation and injustice.

Contents
  • The Controversy Over Fair Use
  • Echoes of Colonialism in Digital Practices
  • Terra Nullius: The Fiction That Still Persists
  • The Insidious Nature of Bundled Consent
  • Challenging Digital Colonialism
  • Legal Resistance Within the AI Landscape
  • Pioneering Data Sovereignty
  • A Vision for the Future

The Controversy Over Fair Use

At the heart of this debate lies the “fair use doctrine,” a contested aspect of American copyright law that tech giants often cite to legitimize their data-gathering methods. Paradoxically, while OpenAI stands accused of scraping intellectual property for its models, it simultaneously criticizes competitors for doing the same. This contradiction reveals the complexities and moral ambiguities of data use in the AI industry.

Echoes of Colonialism in Digital Practices

For First Nations communities worldwide, the reality of data exploitation may feel strikingly familiar. Centuries before the digital age, colonialism sought to appropriate land, knowledge, and cultural resources. What we now see in the realm of AI can be characterized as a form of "digital colonialism," where powerful corporations leverage algorithms and technologies to extract data without consent, perpetuating patterns of old.

Terra Nullius: The Fiction That Still Persists

The term terra nullius, meaning “land belonging to no one,” was used historically by colonizers to assert ownership over territories they deemed uninhabited. In Australia, this legal fiction was dismantled in the landmark Mabo case of 1992, which recognized the land rights of the Meriam peoples. However, the remnants of terra nullius resurface today as AI companies scrape data, seemingly under the misguided belief that it belongs to no one—just as early colonizers believed the Australian continent did.

The Insidious Nature of Bundled Consent

Adding layers to this issue is the manner in which consent is often extracted from users through coercive practices. How many times have you clicked “accept all” on an app update? This creates a Hobson’s choice, where refusing consent for data use equates to social exclusion. The illusion of choice serves to assimilate individuals into dominant cultural norms, where non-compliance could mean losing access to essential services.

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Challenging Digital Colonialism

Is acceptance of these norms our only option? The legacy of resistance from First Nations communities teaches us that there are viable alternatives. For generations, these communities have pushed back against colonialism, asserting that their lands and knowledge are sacred and always have been. This spirit of resistance is crucial as we confront the challenges posed by digital colonialism.

Legal Resistance Within the AI Landscape

Legal actions are already underway that challenge the practices of AI companies. For instance, Reddit recently sued AI start-up Perplexity for unlawfully scraping its copyrighted content. Similarly, Anthropic faced a class action lawsuit from authors claiming that their works were used without authorization for training AI models, culminating in a hefty settlement. These movements highlight the growing resistance against the appropriation of intellectual property in the digital age.

Pioneering Data Sovereignty

Another promising avenue lies in the rise of data sovereignty movements advocated by First Nations peoples. This approach empowers communities to maintain control over their own data, allowing them to decide how and when it is used. The concept of “continuity of consent” could revolutionize data governance, requiring companies to seek permission for data access with every use, rather than assuming blanket rights.

A Vision for the Future

In a future defined by data sovereignty, communities could negotiate collective terms for data use. By cultivating a more equitable framework for data sharing and ownership, we can shift the narrative from one of digital terra nullius to a paradigm that honors the rights and beliefs of the people behind the data.

The dominance of AI corporations may seem formidable, much like the colonial empires of the past. Yet, history shows that powerful frameworks can—and should—be challenged. The lessons from First Nations resistance provide a roadmap for navigating this new frontier, demonstrating that the fight for justice and sovereignty in all its forms is far from over.

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