Close Menu
Emirates InsightEmirates Insight
  • The GCC
    • Duabi
  • Business & Economy
  • Startups & Leadership
  • Blockchain & Crypto
  • Eco-Impact

Subscribe to Updates

Get the latest creative news from FooBar about art, design and business.

What's Hot

6 Reasons Why The Beach JBR Is The Place To Be This Festive Season – Dubai Blog

November 29, 2025

Artificial Intelligence In The Workplace. Transforming Business In The UAE – UAE Today Blog

November 29, 2025

MegaETH Admits ‘Sloppy Execution,’ Vows to Return Pre-Launch Funds

November 29, 2025
Facebook X (Twitter) Instagram LinkedIn
  • Home
  • Get Featured
  • Guest Writer Policy
  • Privacy Policy
  • Terms of Use
  • Contact Us
Facebook X (Twitter) Instagram LinkedIn
Emirates InsightEmirates Insight
  • The GCC
    • Duabi
  • Business & Economy
  • Startups & Leadership
  • Blockchain & Crypto
  • Eco-Impact
Emirates InsightEmirates Insight
Home»Startups & Leadership»Data nullius: why the AI playbook is straight from the era of colonial empires
Startups & Leadership

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

Emirates InsightBy Emirates InsightNovember 29, 2025No Comments
Facebook Twitter Pinterest LinkedIn WhatsApp Reddit Tumblr Email
Share
Facebook Twitter LinkedIn Pinterest Email


In the eyes of big AI companies such as OpenAI, the troves of data on the internet are highly valuable.

They scrape photos, videos, books, blog posts, albums, painting, photographs and much more to train their products such as ChatGPT – usually without any compensation to or consent from the creators.

In fact, OpenAI and Google are arguing that a part of American copyright law, known as the “fair use doctrine”, legitimises this data theft. Ironically, OpenAI has also accused other AI giants of data scraping “its” intellectual property.

First Nations communities around the world are looking at these scenes with knowing familiarity. Long before the advent of AI, peoples, the land, and their knowledges were treated in a similar way – exploited by colonial powers for their own benefit.

What’s happening with AI is a kind of “digital colonialism”, in which powerful (mostly Western) tech giants are using algorithms, data and digital technologies to exert power over others, and take data without consent. But resistance is possible – and the long history of First Nations resistance demonstrates how people might go about it.

The fiction of terra nullius

Terra nullius is a Latin term that translates to “no one’s land” or “land belonging to no one”. It was used by colonisers to “legally” – at least by the laws of the colonisers – lay claim to land.

The legal fiction of terra nullius in Australia was overturned in the landmark 1992 Mabo case. This case recognised the land rights of the Meriam peoples, First Nations of the Murray Islands, as well as the ongoing connection to land of First Nations peoples in Australia.

In doing so, it overturned terra nullius in a legal sense, leading to the Native Title Act 1993.

But we can see traces of the idea of terra nullius in the way AI companies are scraping billions of people’s data from the internet.

It is as though they believe the data belongs to no one – similar to how the British wrongly believed the continent of Australia belonged to no one.

Digital colonialism dressed up as consent

While data is scraped without our knowledge, a more insidious way digital colonialism materialises is in the coercive relinquishing of our data through bundled consent.

Have you had to click “accept all” after a required phone update or to access your bank account? Congratulations! You have made a Hobson’s choice: in reality, the only option is to “agree”.

What would happen if you didn’t tick “yes”, if you chose to reject this bundled consent? You might not be able to bank or use your phone. It’s possible your healthcare might also suffer.

It might appear you have options. But if you don’t tick “yes to all”, you’re “choosing” social exclusion.

This approach isn’t new. While terra nullius was a colonial strategy to claim resources and land, Hobson’s choices are implemented as a means of assimilation into dominant cultural norms. Don’t dress “professionally”? You won’t get the job, or you’ll lose the one you have.

Resisting digital terra nullius

So, is assimilation our only choice?

No. In fact, generations of resistance teach us many ways to fight terra nullius and survive.

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

Resistance is needed at all levels of society – from the individual to local and global communities. First Nations communities’ survival proclamations and protests can provide valuable direction – as the Mabo case showed – for challenging and changing legal doctrines that are used to claim knowledge.

Resistance is already happening, with waves of lawsuits alleging AI data scraping violates intellectual property laws. For example, in October, online platform Reddit sued AI start-up Perplexity for scraping copyrighted material to train its model.

In September, AI company Anthropic also settled a class action lawsuit launched by authors who argued the company took pirated copies of books to train its chatbot – to the tune of US$1.5 billion.

The rise of First Nations data sovereignty movements also offers a path forward. Here, data is owned and governed by local communities, with the agency to decide what, when and how data is used (and the right to refuse its use at any point) retained in these communities.

A data sovereign future could include elements of “continuity of consent” where data is stored only on the devices of the individual or community, and companies would need to request access to data every time they want to use it.

Community-governed changes to data consent processes and legalisation would allow communities – whether defined by culture, geography, jurisdiction, or shared interest – to collectively negotiate ongoing access to their data.

In doing so, our data would no longer be considered a digital terra nullius, and AI companies would be forced to affirm – through action – that data belongs to the people.

AI companies might seem all-powerful, like many colonial empires once did. But, as Pemulwuy and other First Nations warriors demonstrated, there are many ways to resist.The Conversation

  • Jessica Russ-Smith, Associate Professor, Social Work and Deputy Head of School, School of Allied Health, Australian Catholic University and Michelle Lazarus, Director, Centre of Human Anatomy Education, Monash University

This article is republished from The Conversation under a Creative Commons license. Read the original article.



Courtesy: Source link

Share. Facebook Twitter Pinterest LinkedIn Tumblr Telegram Email
Emirates Insight
  • Website

Related Posts

Cheque-in: 3 Australian and 1 Kiwi startups banked $52.1 million in funding to end November

November 28, 2025

Glīd won Startup Battlefield 2025 by building solutions to make logistis simpler, safer, and smarter

November 28, 2025

Here are the 49 US AI startups that have raised $100M or more in 2025

November 27, 2025
Leave A Reply Cancel Reply

Start Your Business in
Dubai with Tijarist

Company setup, residency support, and expert guidance — all in one place.

GET STARTED
Top Posts

Global Leaders Unite at World Climate Summit, The Investment COP 2023 to Redefine Climate Action

December 11, 20235,009 Views
AI & Innovation 2 Mins ReadSponsor: Doers Summit

Doers Summit 2025 opens in Dubai with strong Global participation

Sponsor: Doers Summit November 26, 2025

Australia Risks Falling Behind in Climate Investment, New Report Warns

August 21, 20253,049 Views

EnergyLab Selects 10 Startups for 2025 Climate Solutions Accelerator

August 26, 20251,790 Views

Subscribe to Updates

Get the latest creative news from SmartMag about art & design.

FEATURE YOUR BRAND ON
EMIRATES INSIGHT
CONTACT US
Emirares Insight

Emirates Insight - Lens on the Gulf provides in-depth analysis of the Gulf's business landscape, entrepreneurship stories, economic trends, and technological advancements, offering keen insights into regional developments and global implications.

We're accepting always open for new ideas and partnerships.

Email Us:[email protected]

Facebook X (Twitter)
Our Picks

6 Reasons Why The Beach JBR Is The Place To Be This Festive Season – Dubai Blog

November 29, 2025

Artificial Intelligence In The Workplace. Transforming Business In The UAE – UAE Today Blog

November 29, 2025

MegaETH Admits ‘Sloppy Execution,’ Vows to Return Pre-Launch Funds

November 29, 2025
© 2020 - 2025 Emirates Insight. | Designed by Linc Globa Hub inc.
  • Home
  • Get Featured
  • Guest Writer Policy
  • Privacy Policy
  • Terms of Use
  • Contact Us

Type above and press Enter to search. Press Esc to cancel.