Paragraph 1: A Landmark Report and Its Unveiling
On a quiet Thursday in Accra, a gathering of policymakers, journalists, and technology experts convened not for a celebration, but for a vital reckoning. The occasion was the launch of a new report titled Local Languages, AI and Fighting Disinformation in Ghana: Insights for Practitioners, an event that doubled as a milestone for Penplusbytes, the pioneering media and technology organisation, as it marked its 25th anniversary. The theme, “From Evidence to Innovation for Information Integrity in Ghana,” was a fitting banner for a study that sought to understand the messy, human reality of how false information travels through Ghanaian society. Commissioned under the Ghana Anti-Disinformation Coalition Project with generous support from the Government of Norway, the report emerged from a nationwide survey of 469 people, making it one of the most comprehensive recent examinations of its kind. Yet this was not merely an academic exercise; it was a call to arms. The room was filled with a palpable sense of urgency, as participants grappled with a paradox: while Ghana has made strides in digital literacy and access, the same digital tools are being weaponised to spread deception in ways that are deeply local, deeply personal, and deeply effective. The assembled stakeholders knew that the findings would likely challenge assumptions, and they were not disappointed. As the minister responsible for government communications prepared to speak, there was an air of anticipation—not for a eulogy on progress, but for a honest diagnosis of a growing threat and the practical pathways to counter it.
Paragraph 2: The Great Language Mismatch
The central revelation of the report struck like a thunderclap: there is a profound disconnect between the languages used to create and share disinformation in Ghana and the languages used by the systems designed to debunk it. Felix Kwakye Ofosu, the Minister of State in charge of Government Communications and Presidential Spokesperson, captured this starkly in his keynote address, delivered on his behalf by Deputy Presidential Spokesperson Shamima Muslim. “In simple terms,” he said, “our fact-checking architecture is in English, but our disinformation is largely in local languages.” This single sentence laid bare a critical vulnerability. In a country where nearly 80 percent of the population speaks a language other than English at home, and where vibrant vernacular media thrives on airwaves and social platforms, the battle against falsehood is being fought in the wrong linguistic arena. English-language fact-checking websites, automated detection tools, and verification guides simply cannot keep pace with a torrent of audio messages, memes, and cryptic posts in Twi, Ewe, Ga, Dagbani, and dozens of other tongues. A false claim about a community’s water supply, a health scare, or a political rumour can spread through a WhatsApp group in a rural village with lightning speed, while the official response—if it comes at all—arrives in a language that many never fully grasp. The result is a fertile ground for manipulation. Mr. Ofosu’s observation was not just a technical critique; it was an expression of deep concern for the millions of Ghanaians who are left to navigate a digital world where the guardians of truth speak a different language from the peddlers of lies. This mismatch is not merely inconvenient; it is a matter of public safety, trust in institutions, and the very fabric of informed citizenship.
Paragraph 3: The Human Face of Misinformation and AI’s Untapped Promise
Venturing beyond the broad language gap, the report delved into the motivations and perceptions of ordinary Ghanaians, revealing a landscape that is far more complex than a simple battle between good and evil. Perhaps the most striking data point was that 85.3 percent of respondents who admitted to spreading misinformation did so because they genuinely believed the information was helpful to their communities. This is a crucial, humanizing finding: most people who share falsehoods are not cynical propagandists, but ordinary individuals acting on a misguided sense of altruism. A grandmother forwards a health tip she thinks will protect her family; a young man shares a video he believes exposes government corruption; a trader circulates a price alert that turns out to be fabricated. They are not intending to deceive; they are trying to be useful. This insight demands a fundamental shift in how we approach media literacy. Instead of blaming individuals, we must understand the social incentives that drive sharing. At the same time, the report painted a picture of cautious optimism regarding technology. While 70 percent of respondents believed that artificial intelligence could be a powerful ally in combating disinformation, an overwhelming 67 percent were unaware of, or uncertain about, AI-based detection tools, and only 22.2 percent had ever used one. This creates a strange relational dynamic: a widespread faith in the abstract idea of AI, but a near-complete lack of familiarity with its practical applications. It suggests that the promise of technology has not yet reached the people who need it most, and that any deployment of AI must be accompanied by intensive public education and user-friendly interfaces. Otherwise, the very tools intended to protect us risk becoming another inaccessible layer of jargon, reinforcing the divide between the digitally privileged and the rest.
Paragraph 4: A Call for Human-Centred Solutions and Genuine Collaboration
In the wake of these findings, the speakers at the launch were unanimous in their call for solutions that place human beings—not abstract algorithms—at the centre. Dr. Charity Binka, Board Chair of Penplusbytes, urged a radical strengthening of collaboration among government, media organisations, researchers, and technology developers. She stressed that the problem of disinformation is not one that any single actor can solve alone; it requires a coalition of journalists who understand the field, computer scientists who can build culturally-aware systems, and policymakers who can craft enabling environments. The Norwegian Ambassador to Ghana, John Mikal Kvistad, added a powerful international perspective, noting that English-language solutions alone cannot address the multi-lingual realities of Ghana. His words resonated deeply: international partners must listen to local contexts rather than transplant foreign models. The report’s emphasis on local languages is not merely about translation; it is about building trust. As Mr. Ofosu noted, “AI must learn Ghanaian languages to be trusted.” This is a profound point: technology that does not recognise the way people actually speak will remain an outsider, an elite tool that fails to offer genuine care. A fact-check produced in English, no matter how rigorously researched, will not soothe a worried mother who only understands her native tongue. The challenge is to develop AI that can not only process local languages but also understand their nuances, their idiomatic expressions, the subtle ways in which humour, sarcasm, and cultural references shape meaning. This is a monumental technical task, but one that cannot be avoided if the goal is to protect information integrity across Ghana’s diverse communities. The call for human-centred solutions is a call for humility and patience—a recognition that technology must adapt to the people, not the other way around.
Paragraph 5: Concrete Recommendations for a Multi-Lingual Future
The report did not simply stop at identifying problems; it offered a clear roadmap of actionable recommendations, each one designed to bridge the chasm between languages, technology, and public life. Foremost among these was the integration of local-language provisions into Ghana’s National AI Strategy and media policy. This is a call to institutionalise awareness—to ensure that future national plans are not written in an English-only bubble, but explicitly mandate local-language support, funding for linguistic research, and incentives for tech companies to develop Ghanaian-language tools. The report also urged media organisations to establish dedicated local-language fact-checking segments. This could take the form of weekly radio programmes in Twi or Ewe, television features that debunk viral claims, or social media accounts that publish correctives in the same language as the original falsehood. These segments must be presented in an engaging, accessible style, avoiding the dry tone of many official corrections. Additionally, the report encouraged researchers to delve into the specific mechanisms through which misleading narratives spread in both English and Ghanaian languages, comparing and contrasting the rhetorical strategies and network dynamics at play. Such research could reveal, for example, that certain types of conspiracy theories flourish in one language while economic rumours dominate another, allowing for targeted interventions. Finally, the report called for AI systems to be trained on datasets that reflect Ghana’s linguistic diversity, not just its official language. This means compiling corpora of local-language texts, audio, and social media posts—an arduous but essential task—so that detection algorithms can identify false information in the language in which it actually appears. These recommendations form a coherent, multi-layered strategy, one that acknowledges both the urgency of the problem and the complexity of the solution.
Paragraph 6: Towards an Information Ecosystem That Speaks Everyone’s Language
As the event drew to a close, the mood was a mixture of sober determination and guarded hope. The report laid bare the uncomfortable truth that Ghana’s digital public sphere is not a level playing field; it is a space where the powerful weapon of English collides with the organic, vibrant reality of local languages, leaving millions vulnerable to manipulation. Yet the findings also offered a clear path forward, one that does not require turning back the clock on technology, but rather humanising it. The challenge ahead is enormous: to build AI that is fluent in every major Ghanaian language, to train a new generation of fact-checkers who can work across linguistic boundaries, and to convince the public that these tools are genuinely there to serve them. It is a task that demands political will, sustained funding, and a collaborative spirit that transcends institutional boundaries. But it is a task that cannot be postponed. In a world where misinformation can inflame tensions, disrupt public health campaigns, and erode confidence in democracy, the ability to deliver accurate information in a language people understand is not a luxury—it is a cornerstone of security and progress. The report from Penplusbytes and its partners has provided the evidence; now it is up to all stakeholders to turn that evidence into innovation. For Ghana, the message is clear: the fight against disinformation must speak in the voices of its people, in all their diversity, if it is to be won. The anniversary of Penplusbytes reminds us that the pursuit of truthful communication is a long, continuous journey, and that the next quarter-century will likely be defined by how well we can bridge the gaps that the report has so clearly illuminated. It is not just about teaching AI to speak Twi or Ewe; it is about teaching our own institutions to listen.