How AI bias is impacting the Global South in new wave of 'techno-colonialism'


Salim A. Essaid
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The lack of inclusiveness and representation in the development of artificial intelligence is growing and leading to increasingly biased technology solutions against mainly non-western and developing countries, according to the United Nations.

Carme Artiga Brugal, co-chair of the AI High Level Advisory Body of the UN, says that the technology output we have today is being created in the interest of the Global North, which generally includes developed countries in North America and Western Europe but also Japan, Singapore, Australia and New Zealand.

The result is that countries in Latin America, Africa, the Middle East, and greater Asia are adopting global AI policies that might work against them.

"This exacerbating of biases and lack of inclusiveness of data leads to missed opportunities for these countries," Ms Brugal told The National on Thursday at Abu Dhabi Finance Week.

This can include blocking jobs prospects for regional talent, the adoption of global AI policies that work against the development of local economies, and environmental solutions generated by data that serves some countries and harms others.

"We need an inclusive approach, that is good for equity, for effectiveness and efficiency ... that have curated data, representative data, and also talent from local countries that find the solutions to the problems they have," said the co-chair of the AI High Level Advisory Body, composed of 32 experts from government, private, and civil society sectors who make and advance recommendations for international governance of AI.

Ms Brugal said this exclusion of the Global South from global decisions on AI "is a new way of techno-colonialism" during her talk at ADFW.

"I developed the solution, I developed the technology, and I think that the rest of the world are going to be the consumers of those solutions," she said about the current state of global AI policy outlook during her discussion titled Setting International Rules on the Use of AI.

So the UAE being the leader of the Global South ... it's not even sitting in the table for the most relevant discussions around AI policy
Carme Artiga Brugal,
co-chair of the AI High Level Advisory Body of the UN

A select few countries are leading the roughly 40 international AI conferences and initiatives around the world, according to the UN's AI High Level Advisory Body.

"We discovered it was only seven countries in the world, the G7 [Canada, France, Germany, Italy, Japan, the UK and US] are party of all of them, but there are 118 countries in the world that are party of none among those – especially in the Global South," she said.

The UAE, which ranked fifth on the Global Vibrancy Tool 2024, participated in only two of these global initiatives, said Ms Brugal. "So the UAE being the leader of the Global South [in AI] ... it's not even sitting in the table for the most relevant discussions around AI policy."

Data control

The advancement of AI is predominantly driven by the private sector. Tech giants including Google, Microsoft and OpenAI lead in global AI research, development, and therefore its deployment, according to the World Economic Forum.

While transparency is key to the accountability of AI policies, it relies on data accessibility which tends to fall in the hands of a few.

This was highlighted by Bhavish Aggarwal, the chief executive and founder of India's largest mobility platform, Ola, in a recent interview.

He said that while India is a top producer of the world's digital data, which is estimated at 20 per cent – matching its approximate make up of the world population – it only stores one tenth of that amount.

"Ninety per cent of India's data is exported to global data centres, which are predominantly owned by big tech companies," he told Reuters news partner, Asian News International, in a July interview. The exported amount is then processed by these companies, and then sold back to Indian institutions in dollars, he added.

"Novo-colonialism. Techno-colonialism. Techno-colonialism. Yeah. I don't know whether this is a word or not, but ... it's been done."

Desert Warrior

Starring: Anthony Mackie, Aiysha Hart, Ben Kingsley

Director: Rupert Wyatt

Rating: 3/5

Brief scoreline:

Liverpool 2

Mane 51', Salah 53'

Chelsea 0

Man of the Match: Mohamed Salah (Liverpool)

Springsteen: Deliver Me from Nowhere

Director: Scott Cooper

Starring: Jeremy Allen White, Odessa Young, Jeremy Strong

Rating: 4/5

Mia Man’s tips for fermentation

- Start with a simple recipe such as yogurt or sauerkraut

- Keep your hands and kitchen tools clean. Sanitize knives, cutting boards, tongs and storage jars with boiling water before you start.

- Mold is bad: the colour pink is a sign of mold. If yogurt turns pink as it ferments, you need to discard it and start again. For kraut, if you remove the top leaves and see any sign of mold, you should discard the batch.

- Always use clean, closed, airtight lids and containers such as mason jars when fermenting yogurt and kraut. Keep the lid closed to prevent insects and contaminants from getting in.

 

Brief scores:

Newcastle United 1

Perez 23'

Wolverhampton Rovers 2

Jota 17', Doherty 90' 4

Red cards: Yedlin 57'

Man of the Match: Diogo Jota (Wolves)

Sun jukebox

Rufus Thomas, Bear Cat (The Answer to Hound Dog) (1953)

This rip-off of Leiber/Stoller’s early rock stomper brought a lawsuit against Phillips and necessitated Presley’s premature sale to RCA.

Elvis Presley, Mystery Train (1955)

The B-side of Presley’s final single for Sun bops with a drummer-less groove.

Johnny Cash and the Tennessee Two, Folsom Prison Blues (1955)

Originally recorded for Sun, Cash’s signature tune was performed for inmates of the titular prison 13 years later.

Carl Perkins, Blue Suede Shoes (1956)

Within a month of Sun’s February release Elvis had his version out on RCA.

Roy Orbison, Ooby Dooby (1956)

An essential piece of irreverent juvenilia from Orbison.

Jerry Lee Lewis, Great Balls of Fire (1957)

Lee’s trademark anthem is one of the era’s best-remembered – and best-selling – songs.

Classification of skills

A worker is categorised as skilled by the MOHRE based on nine levels given in the International Standard Classification of Occupations (ISCO) issued by the International Labour Organisation. 

A skilled worker would be someone at a professional level (levels 1 – 5) which includes managers, professionals, technicians and associate professionals, clerical support workers, and service and sales workers.

The worker must also have an attested educational certificate higher than secondary or an equivalent certification, and earn a monthly salary of at least Dh4,000. 

Updated: December 13, 2024, 9:48 AM