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
Nigeria Files Treason Charges Against Six in Alleged Plot to Overthrow President Tinubu
Nigeria’s government has formally charged six former security officials with treason, accusing them of plotting to violently overthrow President Bola Tinubu’s administration, according to court documents released on Tuesday.
The charges, filed by Attorney-General and Justice Minister Lateef Fagbemi at a federal court in the capital, Abuja, represent the most serious treason prosecution since Tinubu took office in 2023. The case underscores the government’s intensified push to tighten internal security amid deepening economic strains, a long-running Islamist insurgency in the north, and rising political tensions.
Prosecutors have leveled 13 criminal charges against the suspects, including treason, terrorism, and terrorism financing. Among those charged is a retired army major-general. A seventh suspect, a former state governor, remains at large and is currently being sought by authorities.
The six individuals in custody are due to be arraigned before a judge on Wednesday. Defence lawyers were not immediately available for comment when the story was published.
The alleged coup plot was reportedly foiled last year. In a related move in October, Tinubu abruptly replaced the military’s top leadership in a sweeping shake-up that an aide described as a necessary step to bolster national security as threats to the government escalated.
Africa Watch
Disaster in Zimbabwe After Commuter Bus Explosion Kills 18
Harare, Zimbabwe – President Emmerson Mnangagwa has declared a national State of Disaster following a devastating road accident in which a commuter omnibus exploded into flames, killing all 18 passengers on board.
The tragedy occurred on Thursday, April 16, along the busy Bulawayo-Beitbridge Highway as the victims, mourners returning from a funeral in Nkayi, were heading home.
According to police and government officials, the vehicle caught fire and was rapidly engulfed in flames, resulting in an explosion that left no survivors.
Local Government Minister Daniel Garwe, who visited the accident scene, confirmed that some bodies were burnt beyond recognition, while others have been identified. He described the incident as one of the deadliest road accidents in recent months.
“President Emmerson Mnangagwa has declared a State of Disaster following the incident along the Bulawayo-Beitbridge Road,” Minister Garwe said. “ZRP and other security agents are busy investigating, so the cause of the accident is not yet known, but we are so saddened as Zimbabweans and the government.”
President Mnangagwa conveyed his personal condolences to the bereaved families through the minister, expressing deep sorrow over the loss of life.
The Bulawayo-Beitbridge Highway is one of Zimbabwe’s major transport corridors, frequently used by commuter omnibuses. Road accidents are common on Zimbabwean highways due to poor road conditions, overloading, and vehicle maintenance issues, but the fiery explosion in this case has heightened public concern.
As investigations continue, authorities have not yet determined whether the fire was caused by a mechanical failure, speeding, or another factor. The declaration of a State of Disaster will allow the government to mobilize additional resources for emergency response, victim identification, and support to affected families.
This latest tragedy comes amid ongoing national efforts to improve road safety in Zimbabwe, where traffic accidents remain a leading cause of death.
Africa Watch
Nigeria Becomes Net Petrol Exporter for the First Time in History
Lagos, Nigeria – In a landmark shift for Africa’s largest oil producer, Nigeria has become a net exporter of petrol for the first time, thanks to surging output from the Dangote Petroleum Refinery.
In March 2026, the Dangote Refinery exported 44,000 barrels per day (bpd) of petrol while imports fell to just 41,000 bpd, creating a small but historic surplus of roughly 3,000 bpd.
The development ends decades of paradox in which Nigeria exported vast quantities of crude oil but imported nearly all its refined fuel needs.
The 650,000-bpd refinery — the world’s largest single-train facility — processed 565,000 barrels of crude per day in March, its second-highest monthly intake since starting operations in late 2023. Market intelligence from Kpler confirms that petrol imports hit their lowest level on record as domestic refining capacity finally began meeting — and exceeding — local demand.
Aliko Dangote, Africa’s richest man and founder of the refinery, credited President Bola Tinubu’s administration for creating a supportive policy environment that restored investor confidence in the energy sector. The refinery has already begun expanding its reach: in March it shipped a 317,000-barrel petrol cargo to Mozambique — its first delivery to East Africa — with a follow-up cargo scheduled for Beira in April.
Strategic Implications
Analysts say the milestone will strengthen Nigeria’s foreign exchange earnings, ease pressure on the naira, and reduce the country’s long-standing vulnerability to global fuel supply shocks. It also positions Nigeria as an emerging player in the global refined products market, potentially disrupting traditional supply routes from the Middle East and Europe.
The Dangote Refinery’s rapid progress — from cutting import bills to supplying West Africa and now East Africa — marks a major turning point in Nigeria’s energy story after years of underinvestment in domestic refining capacity.
-
Opinion2 days agoGhana’s OSP case and the global pattern of prosecutorial control
-
Ghana News2 days agoPresident Mahama Assures Ghanaians: Planned Power Outages Are Not a Return of ‘Dumsor’
-
Ghana News12 hours agoNewspaper Headlines Today: Tuesday, April 21, 2026
-
Business1 day agoNigeria Bans Imports of Poultry, Cement and Many Other Goods from Outside ECOWAS
-
Ghana News1 day agoCheddar Declares ‘I Will Be President Sooner Than Later’, Remittances to Ghana Hit Record $7.8bn and Other Big Stories Today
-
Global Update1 day ago86-Year-Old Frenchman Issues Historic First Formal Apology for Family’s Role in Transatlantic Slavery
-
Ghana News1 day agoGhana and Spain Set to Sign Landmark Labor Mobility Agreement to Create Legal Work Opportunities for Ghanaian Youth
-
Business1 day agoIvory Coast Cocoa Farmers Hope for Increased Rainfall to Boost Mid-Crop Harvest
