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    Home»Startups»Data nullius: why the AI playbook is straight from the era of colonial empires
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    Data nullius: why the AI playbook is straight from the era of colonial empires

    Editor Times FeaturedBy Editor Times FeaturedNovember 28, 2025No Comments5 Mins Read
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    Within the eyes of massive AI corporations reminiscent of OpenAI, the troves of knowledge on the web are extremely helpful.

    They scrape photographs, movies, books, weblog posts, albums, portray, images and far more to coach their merchandise reminiscent of ChatGPT – often with none compensation to or consent from the creators.

    The truth is, OpenAI and Google are arguing that part of American copyright regulation, generally known as the “honest use doctrine”, legitimises this data theft. Paradoxically, OpenAI has additionally accused different AI giants of knowledge scraping “its” mental property.

    First Nations communities all over the world are these scenes with realizing familiarity. Lengthy earlier than the arrival of AI, peoples, the land, and their knowledges had been handled in an identical method – exploited by colonial powers for their very own profit.

    What’s occurring with AI is a sort of “digital colonialism”, during which {powerful} (largely Western) tech giants are utilizing algorithms, information and digital applied sciences to exert energy over others, and take information with out consent. However resistance is feasible – and the lengthy historical past of First Nations resistance demonstrates how individuals may go about it.

    The fiction of terra nullius

    Terra nullius is a Latin time period that interprets to “nobody’s land” or “land belonging to nobody”. It was utilized by colonisers to “legally” – at the very least by the legal guidelines of the colonisers – lay declare to land.

    The authorized fiction of terra nullius in Australia was overturned within the landmark 1992 Mabo case. This case recognised the land rights of the Meriam peoples, First Nations of the Murray Islands, in addition to the continuing connection to land of First Nations peoples in Australia.

    In doing so, it overturned terra nullius in a authorized sense, resulting in the Native Title Act 1993.

    However we are able to see traces of the thought of terra nullius in the way in which AI corporations are scraping billions of individuals’s information from the web.

    It’s as if they consider the information belongs to nobody – much like how the British wrongly believed the continent of Australia belonged to nobody.

    Digital colonialism dressed up as consent

    Whereas information is scraped with out our data, a extra insidious method digital colonialism materialises is within the coercive relinquishing of our information by way of bundled consent.

    Have you ever needed to click on “settle for all” after a required telephone replace or to entry your checking account? Congratulations! You have got made a Hobson’s choice: in actuality, the one possibility is to “agree”.

    What would occur in the event you didn’t tick “sure”, in the event you selected to reject this bundled consent? You won’t be capable to financial institution or use your telephone. It’s attainable your healthcare might also suffer.

    It would seem you could have choices. However in the event you don’t tick “sure to all”, you’re “selecting” social exclusion.

    This strategy isn’t new. Whereas terra nullius was a colonial technique to assert sources and land, Hobson’s decisions are applied as a way of assimilation into dominant cultural norms. Don’t gown “professionally”? You received’t get the job, otherwise you’ll lose the one you could have.

    Resisting digital terra nullius

    So, is assimilation our solely alternative?

    No. The truth is, generations of resistance educate us some ways to combat terra nullius and survive.

    Since colonial invasion, First Nations communities have resisted colonialism, asserting over centuries that it “at all times was and at all times will likely be Aboriginal land”.

    Resistance is required in any respect ranges of society – from the person to native and world communities. First Nations communities’ survival proclamations and protests can present helpful route – because the Mabo case confirmed – for difficult and altering authorized doctrines which are used to assert data.

    Resistance is already occurring, with waves of lawsuits alleging AI information scraping violates mental property legal guidelines. For instance, in October, on-line platform Reddit sued AI start-up Perplexity for scraping copyrighted materials to coach its mannequin.

    In September, AI firm Anthropic additionally settled a category motion lawsuit launched by authors who argued the corporate took pirated copies of books to coach its chatbot – to the tune of US$1.5 billion.

    The rise of First Nations data sovereignty actions additionally affords a path ahead. Right here, information is owned and ruled by native communities, with the company to resolve what, when and the way information is used (and the correct to refuse its use at any level) retained in these communities.

    An information sovereign future may embody components of “continuity of consent” the place information is saved solely on the gadgets of the person or group, and corporations would want to request entry to information each time they need to use it.

    Neighborhood-governed adjustments to information consent processes and legalisation would permit communities – whether or not outlined by tradition, geography, jurisdiction, or shared curiosity – to collectively negotiate ongoing entry to their information.

    In doing so, our information would now not be thought-about a digital terra nullius, and AI corporations can be compelled to affirm – by way of motion – that information belongs to the individuals.

    AI corporations may appear omnipotent, like many colonial empires as soon as did. However, as Pemulwuy and other First Nations warriors demonstrated, there are a lot of methods to withstand.

    • Jessica Russ-Smith, Affiliate Professor, Social Work and Deputy Head of College, College of Allied Well being, Australian Catholic University and Michelle Lazarus, Director, Centre of Human Anatomy Schooling, Monash University

    This text is republished from The Conversation beneath a Artistic Commons license. Learn the original article.



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