Africa Watch
Only 2%: The Shocking Data Gap Fueling Global AI’s Bias Against Africa
Artificial intelligence may be reshaping the world at lightning speed, but a new study suggests Africa is barely represented in the data powering the global digital ecosystems.
The situation is particularly troubling considering that the continent currently has the youngest population and one of the fastest-growing digital ecosystems.
According to research by the German Agency for International Cooperation (GIZ), only 2% of the data used to train large AI models comes from Africa. That microscopic footprint — in a continent of 1.4 billion people and more than 2,000 languages — has real consequences.
It means the chatbots millions now rely on for information, answers, and even historical context often echo familiar, one-dimensional narratives about Africa.
And those narratives, as a recent BBC News Africa report by journalist Daniel Dadzie highlights, are not flattering.
Stereotypes In, Stereotypes Out
To understand the extent of the problem, the Pan-African storytelling and advocacy group Africa No Filter posed simple questions to leading AI chatbots:
– Is Africa civilized?
– What news about Africa do you remember?
The answers revealed a predictable pattern. Chatbots leaned heavily on decades-old portrayals — poverty, corruption, chaos — the same tropes many Africans have spent years pushing back against.
And when the systems attempted to sound more “balanced,” they defaulted to equally generic phrases like “vibrant” or “resilient.”
In other words, even the positivity sounded like a stereotype.
Why does this keep happening? As the BBC’s explainer puts it, imagine the internet as a giant library, and AI models as machines rushing up and down the aisles gathering information. The problem is that Africa’s shelves are nearly empty.
“Africa’s digital footprint is still growing, but unevenly,” the report notes.
Much of the continent’s history is oral, many communities are underrepresented online, and digitization remains slow in several countries. With little African content available, AI systems fall back on whatever the rest of the world has written about Africa — not what Africans say about themselves.
A Technological Blind Spot With Global Consequences
This lack of representation isn’t just a matter of pride or cultural nuance. It affects governance, development, and global understanding — especially as AI increasingly shapes media, business decisions, research, and public policy.
If AI continues to misread Africa, the world will continue to misunderstand the continent.
The irony is clear: Africa is home to the next generation of creators, coders, and consumers — yet the systems shaping the future barely see it.
How Does Africa Fix This?
Experts say the solution will require more than just better prompts.
It demands data sovereignty, investment in local digitization, and AI development that starts from the continent and speaks its languages.
More African-led research.
More African-controlled datasets.
More African-built AI models.
The question is no longer whether global AI is biased against Africa. The evidence suggests that bias is baked in.
The question now is: who gets to rewrite the code?
Africa Watch
Go Back to Your Country: South Africans Chased from Mozambique Beach in Viral Video as Xenophobia Backlash Spreads Across Africa
In what many are calling random retaliation for recent xenophobic attacks on foreigners in South Africa, South Africans abroad are increasingly being confronted, harassed, and told to “go back to your country.”
In a dramatic scene captured on video and widely shared on social media, two South African women were confronted and ordered to leave a beach bar in Mozambique, with the owner telling them to “go to the beach in your country.”
The confrontation has gone viral, with many viewers interpreting it as retaliation for recent attacks on foreigners — particularly Mozambicans, Nigerians, Ghanaians, and Malawians — in South Africa.
In the footage, the bar owner questions why the women chose to holiday in Mozambique instead of staying in South Africa, escalating into a heated exchange.
This is the latest visible sign of growing resentment across the continent.
Covert Responses by African Countries
Beyond public confrontations, several African nations have responded more strategically to the xenophobia crisis:
- Repatriation Efforts: Ghana, Nigeria, Mozambique, and Malawi have quietly organised large-scale evacuations of their citizens. Ghana has already airlifted hundreds, while Nigeria has run multiple flights. Mozambique has bused out hundreds and reported several of its nationals killed in the violence.
- Diplomatic Pressure: Ghana formally petitioned the African Union for sanctions against South Africa. Several countries have summoned South African diplomats or postponed high-level visits. Nigeria has threatened broader retaliatory measures.
- Economic and Border Measures: There are reports of increased scrutiny at borders, informal boycotts of South African goods in some markets, and private sector pullbacks. Some countries are reviewing trade agreements and investment deals with South Africa.
- Public and Civil Society Backlash: Social media campaigns, protests, and calls for consumer boycotts of South African brands have gained traction across the region.
Ghana recently rejected a request for a state visit by South African President Cyril Ramaphosa, citing a surge in xenophobic violence that has forced the repatriation of nearly 1,000 Ghanaians and left at least one citizen dead.
The South African government has condemned the violence and promised investigations, but critics say enforcement remains weak. Regional observers warn that without stronger action, xenophobia could cause long-term damage to South Africa’s diplomatic and economic standing in Africa.
This latest beach incident demonstrates how grassroots anger is manifesting beyond official channels, turning everyday interactions into flashpoints in the wider continental crisis.
Africa Watch
South African Minister’s ‘Drug Dens’ Comment Sparks Fury as Nigeria Accuses Pretoria of Hate Speech and ‘Apartheid-Style Behavior’
A diplomatic firestorm has erupted between Africa’s two largest economies after a South African cabinet minister dismissed Nigeria’s compensation demand for citizens fleeing xenophobic violence and instead challenged Abuja to disclose the locations of alleged Nigerian “drug dens” — a remark Nigeria has condemned as “hate speech” and “apartheid-style behavior”.
The controversy began last Friday, July 3, when South Africa’s Minister in the Presidency, Khumbudzo Ntshavheni, rejected Nigeria’s request for compensation for citizens who abandoned businesses and properties while fleeing a surge of anti-migrant attacks.
At a media briefing, Ntshavheni said legally registered properties could be sold on the South African market but ruled out any government compensation. She then made remarks that have since triggered widespread outrage.
“We’ll be interested to know where the drug dens of Nigerians are,” Ntshavheni said. “So they can show us where they have been holding the drugs so that we can clean the drugs in South Africa quite urgently”. She added that “squatter camps and informal settlements are never properties because they are illegal in the country”.
When former Nigerian senator Shehu Sani expressed shock at her comments, Ntshavheni doubled down: “I didn’t stutter”.
Nigeria’s Ministry of Foreign Affairs responded swiftly and forcefully on Sunday, issuing a statement condemning the remarks as “unacceptable”.
“Such derogatory, unprofessional and uncensored generalized public statements by highly placed government officials constitute hate speech that influences and incites negative and criminal actions against members of the Nigerian community,” the statement, signed by ministry spokesperson Kimiebi Ebienfa, read.
The Nigerian government further accused Pretoria of displaying “uncultured and provocative trend of intolerance and apartheid-style behavior” against foreigners. Abuja placed the South African government “on notice,” warning that “all options remain on the table” if the situation persists.
Two Nigerians Killed Amid Rising Xenophobia
The diplomatic row was triggered by the killing of two Nigerian nationals on 28 June, just two days before an unofficial deadline set by anti-migrant groups for undocumented foreigners to leave South Africa.
Emeka Charles Iroegbu was “reportedly killed” in Pretoria by officers from the Tshwane Metro Police Department using “gruesome interrogation techniques,” according to Nigeria’s foreign ministry. On the same day, unidentified assailants killed shop owner Musa Yunana Joe outside his shop in the city of eMalahleni.
Nigeria has also cited a separate pending case from April 2026 involving the same police unit, in which another Nigerian national, Nnaemeka Mathew Andrew Ekpenyong, was killed in Pretoria. Despite the identities of the officers being known to South African authorities, no arrests have been made.
Mass Repatriation and Regional Tensions
The incidents come amid a sharp rise in anti-migrant sentiment in South Africa, which has one of the highest unemployment rates in the world at more than 30%. Protest groups including Operation Dudula and March on March have organised large-scale demonstrations, arguing that undocumented migrants strain public services and compete for local jobs.
Roughly 25,000 citizens from other African countries have been repatriated by their nations, including some 700 Nigerians. Ghana and Malawi are among other African countries that have evacuated their citizens ahead of the 30 June deadline.
Escalating Diplomatic Crisis
The tensions have pushed diplomatic ties between Nigeria and South Africa to their lowest point in 30 years, according to analysts. Nigeria has condemned anti-immigrant groups such as March on March and Operation Dudula, warning that their leaders “will be held to account as a matter of regional and international criminal liability”.
The Nigerian government has also questioned state responsibility under international law, noting that the involvement of security personnel in the killings raises serious concerns. While Nigeria has not specified what actions it might take, some activists have called for tit-for-tat measures against the more than 100 South African companies operating in Nigeria, including MTN Group, Shoprite, and Standard Bank.
However, Nigeria’s foreign ministry has appealed for calm, urging Nigerians not to take the law into their own hands through retaliatory actions.
“The government calls on the general Nigerian public to remain calm and not take the law into their own hands through retaliatory actions,” Ebienfa said.
South African authorities have yet to officially respond to Nigeria’s accusations regarding the killings or the hate speech allegations.
Africa Watch
Desperation at the Gates: Thousands of Immigrants Rush to Repatriation Centers in South Africa’s KwaZulu-Natal
Thousands of immigrants have descended on makeshift repatriation centers in KwaZulu-Natal, desperate to flee South Africa after losing their homes, jobs, and facing violent threats amid a wave of anti-immigrant attacks.
The Old Drive-in site in Pietermaritzburg, transformed into a temporary repatriation facility, has been overwhelmed by the sheer number of people seeking to return to their countries of origin. With the center at full capacity, new arrivals have been forced to sleep outside – many for two consecutive nights – without access to water, toilets, or food.
On Tuesday morning, June 23, 2026, scores of people were sitting outside the gates as more were dropped off by minibus taxis. By 6pm, women and children were finally allowed into the facility, escorted by police, while the crowd outside continued to swell throughout the afternoon and into the evening.
‘I spent the night outside with no place to relieve myself’
Rose Jesinao, a Malawian national, said she travelled from the Eastern Cape – where she worked as a domestic worker for R2,500 a month – after hearing that Malawians were being repatriated.
“I spent the night outside with no place to relieve myself,” Jesinao told reporters at the facility.
Musa Saide said he arrived in South Africa without documents and was working at a hardware store in Harding, earning R600 a week. He has two children whom he is leaving behind with their South African mother because they lack travel documents.
Violent mob attacks trigger mass exodus
The rush to repatriation centers follows violent mob attacks in the Jika Joe informal settlement in Pietermaritzburg on Friday, sparked by a protest organized by the anti-immigration group March and March. One person was reportedly killed during the violence.
March and March’s leaders have previously denounced violent acts, but founder Jacinta Ngobese-Zuma did not respond to requests for comment.
Malawian migrants living in Jika Joe sought refuge in an empty, disused building owned by the Department of Public Works. By Monday, more than 1,600 people were packed into the premises, according to Stephen van Neel, the national immigration enforcement officer for the Department of Home Affairs.
Buses depart as tensions flare
The humanitarian aid organization Gift of the Givers, with sponsorship from local businesses, organized buses to transport people to Malawi. Two 65-seater buses left for Malawi on Monday, with another 12 departing on Tuesday. The organization also provided relief packs to those waiting.
Tensions flared as people desperate to board the buses tried to jump the queue, with metro officers using riot shields to push the crowd back.
Van Neel could not confirm how many people remained in the camp, stating that a new count had to be conducted.
Activists call for urgent intervention
In an open letter to President Cyril Ramaphosa, the Siyafana Sonke Action Campaign – a coalition of more than 160 civil society organisations – called for an urgent meeting to address what they described as “the escalating crisis of pogroms, forced removals, and the displacement of migrants.”
The coalition is demanding the “immediate cessation of violence,” the “provision of humanitarian aid,” and the arrest of leaders of anti-immigration movements.
Police Minister Firoz Cachalia said on Tuesday that preparations ahead of March and March’s 30 June deadline will cost the fiscus R600-million.
A humanitarian crisis unfolds
The scenes at Pietermaritzburg’s repatriation centres paint a grim picture of a humanitarian crisis unfolding in real time.
Thousands of vulnerable foreign nationals – many of whom had built lives in South Africa – are now fleeing in desperation, leaving behind jobs, homes, and even family members, as xenophobic violence and economic pressures converge.
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