Kenya Doesn’t Have an AI Regulation Gap, It Has an Accountability Gap

By Brian Byaruhanga |

Kenya was reported, in a recent global update, to hold the world’s highest rate of Artificial Intelligence (AI) tools usage – 42.1% of surveyed internet-using adults. The figure has travelled quickly. It now adds to a familiar story: Kenya as Africa’s AI frontrunner, sprinting ahead of its regulatory infrastructure, in need of a comprehensive AI law to close the gap. While the claim might seem true, is the story built around it accurate?

The 42.1% does not measure Kenyan AI capability. It measures Kenyan consumption of AI built elsewhere. The chatbots – OpenAI’s GPT, Google’s Gemini, and Anthropic’s Claude – run on compute owned by foreign firms, are trained on data scraped without Kenyan consent, and are monetised in jurisdictions outside Kenya. To call this “adoption” is to mistake dependence for agency. The frontrunner framing flatters us into thinking Kenya is racing, yet, in reality, it is being driven.

Furthermore, AI-powered tools in current Kenyan usage are not only chatbots. They include algorithmic feeds – TikTok’s For You Page, Instagram’s Reels, X’s recommended timeline, YouTube’s autoplay, and Facebook’s News Feed, used by the country’s 18.4 million social media users. These algorithms shape the perception of information consumed by every Kenyan on social media. Most users do not experience or recognise these systems as AI. They experience them as the internet. That is the most pervasive form of AI adoption: Kenyans do not need to log into an AI chatbot to be governed by foreign machine-learning systems; they need only to scroll.

In 2022, a Mozilla investigation by Odanga Madung showed how TikTok’s For You Page algorithm boosted election disinformation in Kenya far beyond the reach of any individual post – proof that recommender systems are themselves political infrastructure. The 2025 State of Internet Freedom in Africa report flags this issue, directly pointing out that algorithmic recommendations, content curation, and automated moderation “profoundly affect how citizens access news, engage politically, and mobilise digitally.” Yet, this usage is not factored in as part of the 42.1%, and neither does the recently proposed Kenya AI Bill 2026 provide an oversight or regulatory mechanism to address the potential harms.

This is where Kenya’s emerging AI governance architecture, as outlined in the Bill, the National AI Strategy, and the regulation-versus-innovation commentary that frames them, falls short. In treating AI as a commodity, Kenya is integrating – a thing to be permitted, audited, and made fair. But the labour that trains these systems is Kenyan: the data annotators in Nairobi’s outsourcing centres, the moderators who absorbed the worst of OpenAI’s training data for less than two dollars an hour, and the gig workers whose human feedback shapes what foreign models call “alignment”. That extraction predates the 42.1% figure and, in many ways, produces it, yet safeguarding the risks to these workers has not been prioritised.

In June 2024, during the #RejectFinanceBill protests, Kenya experienced a nationwide internet disruption that the Communications Authority denied it planned, which telecoms attributed to undersea cable cuts, and that NetBlocks and Cloudflare confirmed. The Kenya National Commission on Human Rights subsequently documented at least 82 abductions and enforced disappearances of digital organisers. These events were routinely framed as exceptions, an unfortunate moment of overreach.

The internet disruptions and the abductions were not just exceptions. They were fundamental to the design of Kenya’s executive-security-telecoms nexus, i.e., the Interior and ICT ministries, the Communications Authority, the National Intelligence Service, the National Cyber Crimes Coordination Committee (NC4), the Directorate of Criminal Investigations (DCI), and some licensed mobile operators and internet service providers (ISPs) acting in concert as a single discretionary instrument of the state. An apparatus that can track and disappear activists and protestors, deny a shutdown that it instituted, is the same apparatus that will play a key role in determining what AI deployments are permitted and how citizens can use it safely.

The same Communications Authority that suspended Telegram sits inside the country’s AI governance ecosystem. The same security apparatus that disappeared activists is responsible for the biometric surveillance systems that the National AI Strategy declines to prohibit. These institutions will oversee the enforcement of any AI law passed in 2026. A regulatory framework that does not address the behaviour of its enforcers is flawed.

Another shortfall is the plea in nearly all Kenyan AI discourse: to “balance innovation and regulation”. Innovation in Kenya is not endangered by regulation. It is endangered by foreign capital concentration, undersea cable bottlenecks, and the migration of local talent to international firms. Far from being a hindrance, regulation is a vital tool for oversight and asserting sovereignty. Instead of weighing regulation against innovation, the focus should be on the tension between sovereignty and access – two areas currently dominated by the same powerful interests and left unprotected by frameworks that fail to identify extraction for what it truly is.

What, then, does honest governance look like?

AI Governance for Kenya and Africa as a whole should look like a gate, a pre-deployment review mechanism where data access is a privilege earned through evidence rather than a courtesy extended in advance. The non-negotiable is an independent authority with the power to halt or redesign deployment when non-compliance is found. Not advised. This should apply as much to recommender systems already operating inside Kenya as to new models entering the market. An AI law that cannot reach the algorithmic curation layer of TikTok, Meta, and X has already exempted the largest category of AI affecting Kenyans. The current draft of the AI Bill fails to establish such authority.

While apprehensions regarding censorship, over-regulation and enforcement capacity are valid, the lack of a halt mechanism remains a more critical flaw. Although the draft National AI Strategy mentions governance, it fails to identify the ultimate decision-maker. Until that authority is clearly defined, Kenyans are merely debating form rather than addressing the core substance.

Kenya does not have an AI regulation gap. It has an accountability gap, and AI is the new vector through which that gap widens. The proper question is not ‘How do we govern AI?’ but ‘How do we govern the institutions that will govern AI?’ A “human-centred design” is not a complete answer. The answer begins by rejecting the frontrunner story, naming the extraction, tying the June 2024 shutdown to the architecture rather than the cable, and reserving the word ‘sovereignty’ for governance that can actually halt an AI deployment when the evidence requires it. Ultimately, introducing new AI laws into a system that already lacks institutional checks and balances will not protect citizens; rather, AI will just become a new vector through which state overreach expands unchecked.

How Nigeria and Uganda are Faring on the Right to Information

By Tomiwa Ilori |
Transparency and accountability in governance are key tenets of participatory democracy. To this end, Sweden was the first country in the world to introduce a right to information (RTI) law back in 1766. Finland followed in 1919, and to-date, over 100 countries across the world have enacted laws that give citizens the right to access information in the hands of government.
In Africa, 21 countries have passed Freedom of Information (FOI) laws, while 16 have proposed laws. Most countries have constitutional provisions for the right to information, pursuant to obligations under various international and regional instruments. These include the Universal Declaration of Human Rights, the International Covenant on Civil and Political Rights (ICCPR), the African Charter on Human and Peoples’ Rights and the Declaration of Principles on Freedom of Expression. A model law on access to information for Africa was prepared by the African Commission to serve as a template and encourage more countries to adopt legislation embodying international, regional, and sub-regional standards.
Meanwhile, there have been regional efforts to ensure citizens’ realisation of the right of access to information. Civil society organisations together with the African Union and African Commission on Human and Peoples’ Rights adopted the African Platform on Access to Information Declaration in 2011. There was also the Midrand Declaration on Press Freedom in Africa in 2013 which recommended that African countries take up open governance culture through access to information laws. However, the reality for most countries is that information requests are routinely refused or ignored, with citizens sometimes turning to the courts in order to access information in the hands of government.
Nigeria passed its freedom of information law in 2011. Under the Act, public institutions and “private companies utilising public funds, providing public services or performing public functions” are mandated to make public records and information freely available, guarantee citizens’ right to be duly informed of facts relevant to them and maintain records of all activities, operations and businesses. Without specifying whether its calendar or working days, the law provides for a response time to information requests of seven days. This may be extended if the request involves a large number of records or consultations have to be made. Proactive disclosure is also provided for under the law. Information exempt from disclosure includes that related to international relations, defence, law enforcement and investigations. Wrongful denial of information is an offence under the Act, punishable with a fine of Nigerian Naira 500, 000 (US$1,400).
The Attorney General of Nigeria is mandated to collate information on implementation of the Act based on information from the various government entities. According to statistics from the official FOI website, the number of requests made by citizens is on the decline. In 2013, 1,183 requests were recorded, of which 48 were denied. The following year, requests dropped by three quarters to 314, 35 of which were denied. Requests further dropped in 2015 to 217, of which 36 were unsuccessful. Figures for subsequent years are unavailable but denial of access to information remains prevalent.
In a May 2018 case, a human rights lawyer was denied information on fuel imports by the Nigerian National Petroleum Corporation (NNPC). The corporation argued that it was established “by law to manage the commercial interests of Nigeria in the oil and gas sector of the economy and conduct trade therein”, and was therefore not a public institution within the meaning of the Freedom of Information Act.
The following month, a Nigerian court denied an access to information request for details of the President Muhammadu Buhari’s medical bills. The request was filed to the Central Bank of Nigeria by the Advocacy for Societal Rights Advancement and Development Initiative (ASRADI).
Some cases of denial have compelled requesters to seek orders for disclosure. For example, the Nigerian Contract Monitoring Coalition initiated a court case and succeeded in compelling the Power Holding Company of Nigeria, the Electricity Distribution Company Plc and the Nigerian National Petroleum Corporation to release information, which had initially been denied.
Courts have also set precedent in proactive disclosure by public institutions. In February 2014, a Federal High Court ordered the National Assembly to make its financial records accessible to members of the public through the provisions of the Freedom of Information Act of 2011. This galvanised the #OpenNASS advocacy campaign. More recently, the Court of Appeal in the Akure Division, Ondo State, ruled that the Act is applicable across federal states. This has put to rest the debate as to whether States in Nigeria need to comply with the provisions of the Act.
The situation in Nigeria mirrors that in Uganda whose access of information law was passed in 2005 but challenges still persist. The law has remained largely unimplemented because many public institutions have a culture of secrecy –they rarely release information pro-actively and routinely ignore citizens’ requests for information. Where government information or data is available, it is often not in reusable formats. Likewise, most citizens are not empowered to make information requests due to ignorance of the law, thus undermining participation in civic engagements and governance processes.
Furthermore, implementation of the access to information law in Uganda is hindered by limitations to the bodies or organs to which information requests can be made – the law excludes private entities and civil society. Like Nigeria, information exempt from access in Uganda includes that related to privacy of an individual, defense, security, international affairs, legal proceedings and law enforcement. The response time for a request is within 21 days of receipt. Wrongful denial of requests is punishable under the Act with a fine of Uganda Shillings 4,800,000 (US$1,300) or imprisonment for three years or both.
User statistics from Uganda’s Ask Your Government portal show that since its launch in June 2014 to-date, 2,647 requests have been made to 106 agencies. Out of these, 231 are indicated as successful and 40 unsuccessful. With over 2,300 requests awaiting responses beyond the 21 days limit, the majority can be regarded as refusals pursuant to section 18 of the Access to Information Act (ATIA), 2005. The section states: “where an information officer fails to give the decision on a request for access to the person concerned within the period contemplated under section 16, the information officer is, for the purposes of this Act, regarded as having refused the request”.
Some Ugandan citizens have also opted to seek redress from the courts for denied requests. In 2009, two Ugandan journalists sued the government over failure by the Solicitor General to grant access to information regarding oil production, prospecting and exploitation agreements. The case was dismissed on the basis that a clause in those agreements provided for confidentiality.
In a landmark case, on February 2015, a Chief Magistrate’s Court in Kampala ruled that the reasons for which information is requested or the belief about how it will be used “are irrelevant considerations” in determining government’s approval or denial of a request. The ruling came after the Hub for Investigative Media was denied access to information related to activities of the National Forestry Authority funded by the World Bank between 2009 and 2011.
Implementation of access to information laws in Nigeria and Uganda shows that there is a lot to be done with respect to giving life to the existing legislation. Some of the ways through which the policy and practice gaps can be overcome is through records digitisation in all public institutions. This will not only help to save time in operations, it will also help with efficient record-keeping, search, retrieval and disclosure. Equally, translating freedom of information laws into local languages will help raise awareness on the rights of citizens and the obligations of duty bearers which will go a long way in realising the objectives of the FOI laws. Implementation of the laws can also be fast-tracked through compliance reporting to parliament by state institutions.
Ultimately, the experiences of Nigeria and Uganda show that courts are proving to be a means of recourse, and if effectively utilised, have the potential to set national and even regional precedent to make it easier for citizens to exercise the right to information.
 

Study Reveals that a Culture of Secrecy Among Public Officials Hinders Media Work in Tanzania

By MISA Tanzania Correspondent |
A prevailing culture of secrecy among public officials in Tanzania at both central and local government levels is hindering the work of journalists, according to findings by a recent study. This is affecting access to information necessary for media reporting towards increased civic participation, transparency and accountability in governance.
The study which was conducted by the Media Institute of Southern Africa (MISA) Tanzania Chapter in partnership with the Collaboration on International ICT Policy for East and Southern Africa (CIPESA) assessed the responsiveness of local government authorities (LGAs) and central government offices in Tanzania to citizens’ information requests.
The study found widespread laxity among officials in processing information requests, with many claiming to have misplaced or lost filed requests. “If you received someone’s documents, why would you say you can’t see them just a week later?” wondered Haika Kimaro, a newspaper correspondent in Mtwara town in the south-east of Tanzania. In the port town of Kigoma, Rhoda Ezekiel, a correspondent with Uhuru Newspaper, recounted how the secretary of the Ujiji Municipal Council once claimed to have misplaced her information request when she followed up on a query she had submitted.
Radio journalist George Binagi shared a similar experience from the town of Mwanza: “I submitted my questions in writing to the Regional Commissioner’s Office. I went back 10 days later and did not get the answers. They looked for my letter and [claimed they] never saw it.”
But it is not only the media affected by limited access to public information. Researchers are affected too. During the study, Jacqueline Jones, a mass communication graduate and intern at MISA Tanzania, went to the Dar es Salaam Regional Commissioner’s office posing as a student researcher. She requested for information pertaining to the office’s functions, ongoing projects, income and expenditure. However, she was turned away for lack of an introduction letter from a university, with officials claiming that work procedures do not allow them to disclose information without such a letter.
“Their customer service is awful and the people at the registry department were quite harsh and rude. One of them actually shouted at me for insisting on getting my answers in a written form,” said Jones.
She submitted a similar request to the Dar es Salaam City Council, which, according to the city’s Information Officer needed approval by at least four different Heads of Sections. The Information Officer provided her with the requested information upon receipt of the approvals.
Alternative platforms for accessing information offered their own challenges. According to Zulfa Musa, a Mwananchi Newspaper correspondent in Arusha, administrative assistants manage the City Council offices’ telephone numbers and getting in touch with the Director or his Secretary to request for information required one to have these officials’ personal phone numbers. It was difficult to make information requests as the administrators were reluctant to provide the personal contact information of the Director or his secretary.
The frustrations faced by the journalists who took part in the study indicates that it is likely that citizens face similar or worse challenges.
It is widely recognised that access to quality and timely information for citizens is crucial in facilitating informed dialogue, monitoring and evaluation of development issues at the local level, thereby accountable governance and improved public services delivery.
Gasirigwa Sengiyumwa, the National Director for MISA Tanzania, stated that whereas an Access to Information Act was passed in 2016, “it appears that both public servants and the general public remain unaware of this Law.” He added: “There is a need for sensitisation about the law through training workshops for both parties [public officials and citizens] to ensure that the rights and responsibilities provided for under the law are realised.”
The study was conducted as part of the ICT4Democracy in East Africa initiative’s objective to document and publicise the utility and effectives of Information and Communication Technologies (ICT) for government-citizen interaction, proactive information disclosure, and responsiveness to information requests, for the realisation of the right of access to information.
Seven out of Tanzania’s 28 regions were covered in the study, with a total of 28 information requests filed to 14 institutions during March and April 2017. The written requests were emailed as well as hand-delivered to the institutions. Follow ups on approval or denial of requests was conducted through phone calls and physical visits.
Read the full study at here.

Thanks to ICT, government secrets get ever fewer

By John Walubengo |

Have ICTs enhanced political participation, social accountability, public service delivery and citizen engagement in East Africa in the recent past?
These were the research questions behind a study commissioned by CIPESA, a regional think tank focusing on ICTs in East and Central Africa.
In Kenya’s case, the answers are found in its recently published ICTs in Governance report. Some, which make for interesting reading, are highlighted below.
ICT IN POLITICS
During the last general elections, Kenyans flocked onto social media platforms in support of their parties and presidential candidates.
Parties also embraced ICTs and used it to extensively engage with supporters in dynamic and interactive ways that were previously impossible.
Blogs, Facebook walls, Twitter pages and websites were constantly updated with real-time information about campaign events, meetings, party manifestos amongst others.
However, the ugly side of ICTs was later to emerge after the Supreme Court validated the hotly contested presidential results.
With the ICC case hanging in the background, many say that Kenyans opted for “electronic” rather than the “physical” post-election violence experienced in 2007/8.
Social media tools were deployed to mount vitriol against perceived enemies, along the usual tribal contours that define our politics while degrading our capacities as a united nation.
This ethnicised use of ICT continues to be worrying as we move towards the 2017 elections.
ICTs AND SOCIAL ACCOUNTABILITY
ICTs have proved to be a strong platform for enhancing transparency and accountability. Many government agencies have deployed ICT platforms to share documents that were previously inaccessible in their “hard-copy” state.
Parliament’s website has regularly updated copies of the Hansard, the Treasury has recent copies of the Budget, with the Controller of Budget regularly reporting on how it is administered.
Publicly procured contracts are also frequently listed and updated by the Public Procurement Oversight Authority.
Various commissions have also adopted ICTs with the Commission for the Implementation of the Constitution, the body mandated to ensure that the Constitution is implemented deploying a bill tracker – a tool for monitoring proposed, pending and enacted constitutional bills.
The problem, however, is that Kenyans do not read or visit such useful sites, preferring instead the easier route of embracing, without filtering, whatever they get from their political, religious and so-called FM radio “celebrities”.
ICTs and PUBLIC SERVICES 
The report observes that due to the high penetration of mobile services, the government has been able to improve services.
Mobile money markets have also helped in making electronic payments and reducing the risks associated with handling physical cash.
Notable mentions go to the Kenya Revenue Authority’s iTax system, the government financial system IFMIS, the Huduma Centres and the eCitizen portal. Local governments have also not been left behind, with many of them adopting electronic revenue systems such as Nairobi’s parking system.
The challenge, however, remains, in that corruption persists both in the public and private sector. Just because money was paid electronically doesn’t mean it can’t also be stolen electronically.
ICTs AND CITIZEN ENGAGEMENT
Here is where Kenyans have excelled, particularly Kenyans on Twitter (#KOT). Using the power of social media, the report cites several instances where Twitter campaigns were mounted, leading to a change of action or policy.
#SpeechYa500K led the government to abandon flying the President’s Madaraka Day speech to far-flung counties at the cost of 500,000 shillings while #AngloLeasing got the government hard-pressed to explain why it was making further payments to shadowy contractors.
#SomeoneTellCNN has also been used to get CNN to apologise for negative publicity, while #TintedWindows spared Kenya’s middle class from a police directive that would have compelled them to remove their much-valued tinted film from their car windows.
In summary, ICTs have indeed come a long way and have played a significant role in the governance framework. We must be cautious, however, since ICTs cut both ways – they can be used positively or negatively.
This article was first published by the Daily Nation.

Using Technology to Advance Human Rights in Kenya

By Catherine Kamatu |
Joseph Kitaka, a resident of Yatta in Machakos County, Kenya, has always had an interest in defending human rights. His community is faced with numerous challenges, including gender-based violence, police brutality and many other human rights violations. Mr. Kitaka had little hope of utilising Information and Communication Technology (ICT) to advance his ambition in bettering his community, until he was elected the chairman of Yatta Paralegal Network, a local Human Rights Network (HURINET).
Today, Yatta, is among 15 HURINETs in Kenya that are being supported by the Kenya Human Rights Commission (KHRC) to strengthen democratisation by widening civil society use of ICT to advance political accountability, freedom of expression and respect for human rights. The initiative is part of the ICT4Democracy in East Africa Network, a regional coalition of civil society organisations coordinated by the Collaboration on International ICT Policy for East and Southern Africa (CIPESA).
The network maintains various ICT platforms and undertakes activities including research, capacity building, mentoring, advocacy and civic engagement toward strengthening democracy. The network’s partners use digital technologies to hold leaders accountable to citizens, fight corruption, enhance communication and the right to freedom of expression, as well as the right to seek, receive and impart information and respect for human rights.
In Kenya, KHRC maintains an SMS short code and crowd mapping platform which enable citizen reporting of human rights violations, and building a vibrant social movement of citizens who monitor government performance toward a society free of human rights violations.
Through KHRC’s project, 10 HURINETs have received computers, modems, generators and digital cameras to support their work. Mr. Kitaka received a modem, a computer and a digital camera to enable the smooth operations of his network. He asserts that the equipment greatly eased information sharing among the networks and other human rights defenders.
“Three years ago, sharing information was a challenge. It took very long for human rights defenders to share reports, it was also very expensive since we could only access ICT equipment in cyber cafes at a cost. With the equipment given to us by KHRC, everything is moving on well,” he said.

Joseph Kitaka from Yatta Paralegal Network is interviewed at a communications training workshop.
Joseph Kitaka from Yatta Paralegal Network is interviewed at a communications training workshop.

Earlier in 2014, KHRC conducted two community outreaches in the Kibera and Kangemi informal settlements in the capital of Kenya where active audiences of 109 and 138 respectively were trained in the use of ICT platforms for promoting human rights and good governance. These engagements enabled hundreds of ordinary citizens to use web tools (such as SMS, Facebook, HakiReport, HakiZetu) to report on governance processes.
Kenya has high rates of access to digital technology, with mobile access rates at 80% and internet access rates at 57%. However, most citizens do not have the skills to use simple technology tools in pursuance of good governance at a time the Kenyan government is making laws and regulations that limit freedom of expression.
In a bid to enhance the quality of the content generated by the human rights networks, KHRC further trained human rights defenders on communications skills in February 2015. The training focused on news writing, multimedia use, interview skills, social media and use of the KHRC e-library as a research tool.
The training was attended by 15 local human rights workers, who will collectively contribute to the newsletter Mizizi ya Haki (The Roots of Justice), which focuses on activities of human rights networks. “From the skills obtained from the communications training facilitated by KHRC, I have managed to train other human rights defenders on how to file good reports,” added Mr. Kitaka.
The training evaluation indicated an overall change in the knowledge, skills and attitudes of all beneficiaries. Social media and article writing were indicated as the most useful training sessions toward the beneficiaries’ more effective human rights work.
However, further training needs were also identified, including digital security, media laws and multi-media content generation. Participants also identified a need for training in proposal writing and resources mobilisation as well as in paralegal work.
Read the full evaluation report here http://bit.ly/1Pu1w6h
The work of KHRC and the ICT4Democracy Network is supported by Swedish International Development Cooperation Agency (Sida).
 
 

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