In Ghana, false information travels fast—often faster than the truth—and much of it spreads in the languages people actually speak every day. For many communities, English is not the first language of daily life, but social media is filled with posts, audio clips, and videos in Twi, Ewe, Ga, Dagbani, Hausa, and other local languages. Recognizing this growing challenge, Penplusbytes, a Ghanaian organization known for its work in media and technology, has launched a new artificial intelligence-powered platform called KasaGadi. The platform is designed to detect, analyze, and counter misinformation and disinformation in Ghanaian local languages. It was introduced at a public event in Accra, where the organization also released a research report examining how artificial intelligence tools and local language dynamics are connected to the spread of false and misleading information. The launch was not just another tech announcement; it was an intervention aimed at closing a critical gap in the global fight against disinformation—one that has too often ignored the linguistic realities of ordinary people. The initiative is part of the broader Ghana Anti-Disinformation Coalition project, a collaborative effort focused on developing locally trained AI tools that can identify and verify false claims in Ghanaian languages. The underlying message is simple: if misinformation is spreading in local languages, then the tools used to fight it must also understand those languages. By paying attention to the specific phrases, cultural contexts, and communication habits embedded in Ghanaian speech, the project hopes to build something more accurate and more just than systems built only for English-speaking audiences. At the same time, it is an acknowledgment that technology can either deepen the problem or become part of the solution. The organization’s leaders believe that AI, if properly trained and carefully guided, can help protect the right to information rather than undermine it. With rumors, manipulated content, and politically charged falsehoods becoming more sophisticated across the continent, KasaGadi is positioning itself as a local response to a global problem—one that begins with listening to how people actually talk, share, and persuade one another in their own languages.
At the heart of the launch was a research-informed approach. Penplusbytes Executive Director Jerry Sam explained that the platform was not developed in a vacuum; it grew directly from research on how misinformation operates in Ghanaian contexts. Speaking at the event, Sam emphasized that the project started with a simple but important question: how do artificial intelligence and local languages serve as vehicles for disinformation, and how can society defend against that reality? The platform, KasaGadi, is intended to answer that question in practical ways. It goes beyond simple keyword detection or translation. Instead, it is being designed to understand the cultural and linguistic nuances of Ghanaian languages—how expressions, proverbs, and even humor are used to make false claims appear credible. The research report that accompanied the launch was described as a foundational document, offering evidence to guide the design of new tools and policies. Sam made it clear that this is a long-term commitment. The project is expected to run for three years and will involve much more than building software. During that time, Penplusbytes and its partners aim to create a collaborative platform where government institutions, civil society organizations, and academic researchers can come together around the shared goal of information integrity. In practice, this means sharing research findings, learning about new technologies for detecting misinformation, and working together on policies that could help stop the spread of false information before it causes serious harm. The focus on collaboration is deliberate. Misinformation does not respect institutional boundaries, so the response to it cannot be limited to one ministry, one newsroom, or one tech lab. Rather, it requires an ecosystem that includes journalists, policymakers, community leaders, technologists, and citizens themselves. By bringing these actors into the same space, the project aims to build trust and create alliances that can outlast any single campaign or news cycle. For Sam, the project is also about moving from evidence to action. The theme of the launch—”From Evidence to Innovation for Information Integrity in Ghana”—captured this idea perfectly. The research is not meant to sit on a shelf; it is meant to inspire new approaches and new tools that are rooted in the realities of Ghanaian society.
One of the most important arguments made during the launch was about the limits of existing AI tools. Most global AI systems, like widely used models such as ChatGPT, are overwhelmingly trained on English-language data. This means they are much better at detecting false claims when those claims are made in English, but far less effective when misinformation is shared in local languages. That is a serious challenge in multilingual societies like Ghana, where English may be the official language but is not necessarily the language of everyday conversation or online engagement. As Jerry Sam pointed out, the team at Penplusbytes is deliberately trying to build tools that are trained locally on local languages. This is not just about translating words from Twi or Ewe into English and then checking facts. It is about teaching the AI to understand the way meaning is constructed in those languages, because misinformation is often shaped by cultural symbols, authority figures, and rhetorical styles that are specific to a particular community. For instance, a false story that gains traction in a community might rely on a well-known proverb or a trusted leader’s speech pattern. A tool trained only on English would miss those cues entirely. KasaGadi, by contrast, is being developed to understand these nuances. That could make a real difference in how quickly misinformation is identified and how effectively it can be challenged. The danger of relying on English-centric tools is not just technical; it is also a matter of fairness. People who share information in local languages deserve the same level of protection from misinformation as those who communicate in English. The initiative, therefore, is an attempt to democratize the fight against false information. It recognizes that language should not be a dividing line when it comes to truth and safety online. In a region where rumors spread along kinship networks, community groups, and local radio stations, the ability to identify misinformation in the language it was created is crucial. This is the gap that KasaGadi aims to fill, and the research report was designed to guide that effort with evidence rather than assumptions.
Looking ahead, the founders of KasaGadi see their work as much more than a tool. They describe it as a movement to build an ecosystem of trust around information in Ghana. The three-year project will invest heavily in collaboration, bringing together a wide range of stakeholders who have a role in creating or maintaining an informed public. Government institutions, civil society organizations, academic researchers, media practitioners, and even private technology companies are all seen as potential partners. This collaborative platform would allow these groups to share insights, coordinate responses to disinformation, and learn about emerging technologies that could help identify false claims faster and more accurately. It is also intended to be a space for policy dialogue. Instead of each actor working alone, they could align their approaches, support the same standards, and push for regulations that balance innovation with responsibility. Penplusbytes has experience in this area, so the project builds on a foundation of long-standing work in digital rights, media accountability, and technology for social change. The mention of policy is important because misinformation is not just a technical problem; it is connected to governance, public trust, media literacy, and social cohesion. Without thoughtful policy, tools like KasaGadi might identify misinformation after it has already caused damage, but they would not be able to prevent it from happening in the first place. That is why the project’s collaborative platform is expected to include an emphasis on public education and awareness, as well as support for independent journalism and local fact-checking organizations. The goal is not to police speech, but to create a healthier information environment in which false claims can be quickly exposed and the public can be more resilient against manipulation. The project also intends to document and share evidence about what works—and what does not—so that other countries in Africa and beyond can learn from Ghana’s experience. By building tools and partnerships that respect local contexts, KasaGadi may also serve as a model for other multilingual societies struggling with similar challenges.
Perhaps the most delicate part of the initiative is the balance it seeks to strike between security and openness. Whenever a government, tech company, or nonprofit builds tools to detect misinformation, there are always concerns about censorship, surveillance, and the erosion of freedom of expression. Jerry Sam and his team appear to be acutely aware of this tension. In his remarks at the launch, Sam stressed that the initiative would try to balance the fight against misinformation with the protection of human rights and free expression. This is no easy task. In many parts of the world, laws designed to stop “fake news” are sometimes used to silence critics, intimidate journalists, or suppress dissent. A platform like KasaGadi could easily be misused if placed in the wrong hands. The leaders of this project seem determined to avoid that outcome by prioritizing transparency, human rights, and public interest values. They speak of the platform not as a policing mechanism, but as a way of supporting information integrity—helping citizens verify what they see online, helping journalists get to the truth faster, and helping policymakers base their decisions on reliable evidence. That framing matters. It shifts the conversation from “who can we block” to “how can we strengthen the truth.” It also implies that local communities should be involved in deciding how AI tools are used, rather than having technologies imposed on them from outside. The event brought together government stakeholders, media representatives, and researchers, which may be a sign that there is genuine willingness to discuss these issues openly. The theme, “From Evidence to Innovation for Information Integrity in Ghana,” reflected this effort to build a shared agenda. In the end, the success of KasaGadi will depend not only on how well the technology performs, but on whether it is trusted by the people who use it. That trust must be earned through transparency, accountability, and a clear commitment to democratic values. The creators seem to understand that if the platform is seen as a tool of control, it will fail. But if it is seen as a tool of empowerment, it could become a crucial part of the information landscape in Ghana.
KasaGadi is still in its early stages, but the vision behind it is already clear. It is a made-in-Ghana response to a global crisis, using cutting-edge technology to serve local realities and protect local voices. In a digital age where false information can travel across borders in seconds, the ability to understand and counter it in the language of the people is not a luxury—it is a necessity. The project has the potential to empower fact-checkers, journalists, community leaders, and ordinary citizens with better tools to verify claims before sharing them. It could also influence how other African countries approach the relationship between language, AI, and democracy. If successful, KasaGadi will not only help clean up Ghana’s information space; it will also create a body of knowledge and experience that can guide similar efforts elsewhere. Of course, AI is not a silver bullet. No tool, no matter how smart, can fully substitute for an informed public, a free press, and accountable institutions. But when used correctly, it can help level the playing field between those who create confusion and those who seek clarity. The three-year timeline suggests both ambition and realism. The founders understand that change takes time, and that trust must be built incrementally. They are starting with research, which is the right place to begin, and they are bringing in partners who can help scale the effort. The launch of KasaGadi arrives at a moment when public trust in information is under pressure around the world. In Ghana, many people are concerned about the spread of political misinformation, health rumors, and fraud, but they may not have had the tools to fight back. KasaGadi offers a reason for cautious optimism. It reminds us that technology, when rooted in local knowledge and guided by human rights, can be a force for good. At its core, this project is about more than catching lies—it is about defending the idea that every person, no matter what language they speak, has the right to accurate information and the opportunity to participate in a shared public life. It is a small but significant step toward a future where the truth is not only available but also accessible to everyone. That is a vision worth celebrating, and a project worth watching in the years to come.