The discussion focused on connectivity gaps in the age of AI, especially across Africa and the broader Global South, and examined how these gaps undermine digital rights, inclusion and access to public services . Thobekile Matimbe framed the session around evidence showing that, despite growing investment in AI strategies, e-governance and digital public services, rural communities, low-income households and persons with disabilities remain excluded from meaningful access .
Bridgette Ndlovu argued that the scale of exclusion remains severe: 2.6 billion people are still unconnected globally, and more than half of Africa’s population remains offline . She added that connectivity is also disrupted by deliberate internet shutdowns, noting that nine of 29 African countries assessed in 2025 had implemented them . Ndlovu further warned that AI-powered digital identity and social protection systems can deepen exclusion, citing Uganda, where elderly people and particularly elderly women have been left unable to access services because of discriminatory and exclusionary identity systems . She also highlighted affordability and infrastructure barriers, including high data costs in Zimbabwe and infrastructural problems in Nigeria’s Zamfara North region .
Shumaila H Hussain said similar problems exist in South Asia, stressing the “human cost” of poor connectivity . Drawing on the case of Pakistan, she described how electricity shortages and data-related constraints leave people effectively cut off, with women and disabled people especially excluded . She argued that AI itself is not the core problem; rather, new digital systems are replacing older offline channels instead of adding to them, thereby excluding those who cannot use the new tools .
A major part of the discussion examined Universal Service Funds (USFs), which Ndlovu said are widely adopted in principle across Africa but often poorly implemented, non-operational or lacking transparency . Hussain suggested complementary strategies such as reducing VAT on handsets, device financing, directing part of USF spending specifically to women and making rural coverage a legal or contractual obligation for private companies .
In the final recommendations, panellists called for human rights impact assessments before adopting AI-linked systems, earlier and more effective public consultations, and better measurement of not just infrastructure but also harms and actual quality of access . Hussain added that connectivity metrics should be disaggregated and reflect speed, affordability and daily use, while electricity, solar-powered towers and dedicated connectivity budgets within national AI strategies are essential foundations . Responding to audience questions, Ndlovu stressed that policy adoption must translate into implementation and that women need direct, independent access to devices and connectivity . Overall, the panel concluded that meaningful AI-era inclusion requires coordinated action by governments, companies and civil society to make connectivity affordable, reliable, measurable and accessible to underserved groups .
- The panel’s core concern was that AI expansion, e-governance and digital public services are advancing faster than equitable connectivity, leaving rural communities, low-income households and persons with disabilities excluded from meaningful access. The moderator framed this as a widening rather than narrowing digital divide, despite policy progress and global commitments. - Speakers highlighted the scale and causes of connectivity exclusion across the Global South, especially in Africa: billions remain offline globally, over half of Africa is still offline, and even where infrastructure exists, internet shutdowns, weak coverage, power outages and high data costs undermine access. Examples included shutdowns in Kenya and Tanzania, infrastructure gaps in Nigeria’s Zamfara North, and unaffordable data in Zimbabwe.
- The discussion stressed that AI-powered systems, especially digital identity and social protection systems, can deepen exclusion when deployed without inclusive design, consultation or offline alternatives. Bridgette Ndlovu cited Uganda, where elderly people and women were excluded from services through discriminatory digital identity systems, while Shumaila H Hussain argued that the problem is not AI itself but that digital systems are replacing older access routes rather than adding to them, with serious human consequences such as people being denied food aid when biometric systems fail.
- A major focus was the weak implementation and poor transparency of Universal Service Funds (USFs) across African countries. Although USFs are meant to expand connectivity in underserved areas, many countries either lack operational funds, fail to disclose budgets and progress, or suffer from non-contribution by telecom companies. Examples included non-operational or absent funds in Ethiopia and Somalia, repeated failed establishment in Sudan, and contribution failures in the DRC. - The panel also explored solutions and better practices: reducing VAT on handsets, device financing, targeted use of USFs for women, contractual obligations for rural coverage, better measurement of connectivity, investment in electricity and solar-powered towers, and ensuring AI strategies include actual connectivity budgets. Bridgette also identified relatively stronger examples such as South Africa’s transparency on USF, Namibia’s rollout progress, and Tunisia’s use of “white zones” to extend coverage.
- The overall purpose of the discussion was to examine what meaningful connectivity and participation should look like in the age of AI, particularly in Africa and the wider Global South, and to generate evidence-based recommendations for making digital inclusion real for underserved communities. The panel sought to connect research findings, lived experience and policy lessons to broader processes such as WSIS and the UN AI Dialogue.
- The overall tone was serious, policy-focused and solutions-oriented. It began as a formal moderated panel, became more urgent and critical as speakers described exclusion, shutdowns, electricity shortages and failed digital identity systems, and then shifted towards a constructive and practical tone as the discussion moved to recommendations, examples of better practice and audience engagement.
The panel examined what “meaningful connectivity” and meaningful participation should look like in the age of AI, especially in Africa and across the wider Global South. Moderator Thobekile Matimbe, speaking from Paradigm Initiative, framed the session around a contradiction: governments are rapidly adopting AI strategies, digital public services, online IDs and e-governance tools, yet rural communities, low-income households and persons with disabilities remain excluded from reliable and affordable connectivity . She said Paradigm Initiative works across over 28 countries and that its broader monitoring shows a widening digital divide rather than a narrowing one . She linked the discussion to WSIS commitments and current global discussions on AI and connectivity, including the UN AI Dialogue .
Bridgette Ndlovu opened the substantive discussion by describing the scale of disconnection. She said that more than 2.6 billion people remain unconnected worldwide and that over half of Africa’s population is still offline, showing the scale of exclusion . She stressed that lack of connectivity is not only about missing infrastructure. Even where infrastructure exists, governments may still undermine access through internet shutdowns, which she identified as a major challenge in countries such as Kenya and Tanzania . Referring to Paradigm Initiative’s 2025 documentation covering 29 African countries, she said nine had implemented internet shutdowns . Later, Matimbe reinforced this point by describing shutdowns as a form of “deliberate disconnection” that must be treated as part of the connectivity problem .
Ndlovu then connected connectivity to digital identity and service systems. She said many African countries are adopting digital identity technologies, which she described as mostly powered by AI, and argued that these systems can reduce rather than expand participation when they are discriminatory or inaccessible . She cited Uganda as an example where Paradigm Initiative’s research and stakeholder engagements found that digital identity implementation had left elderly people, especially elderly women, unable to access services they were supposed to receive . She warned that exclusionary digital identity systems can block access to essential services and deepen marginalisation for women, elderly people and persons with disabilities . Matimbe echoed this concern, noting that governments increasingly use algorithms in digital ID and social protection systems, including to allocate aid, but such systems cannot be genuinely inclusive if rolled out where people lack connectivity or devices .
Affordability and infrastructure deficits formed another major part of Ndlovu’s analysis. She said data costs remain very high in many countries and used Zimbabwe to illustrate the burden: accessing a 1.2 megabyte package could cost one US dollar per hour, which is unaffordable for people living on around US$1.65 per day . She argued that in such conditions people will prioritise other basic needs over internet access, even though internet access should be treated as a right . She added that many rural communities remain disconnected either because infrastructure is missing or because available services are unaffordable . As an example of infrastructure problems, she pointed to Nigeria’s Zamfara North region, where 2025 infrastructure challenges had left many people without internet access .
Shumaila H Hussain broadened the discussion with a South Asian perspective from Pakistan, saying the situation there is “literally almost the same” . She focused less on technical indicators and more on the human consequences of poor connectivity . Her example was flood-affected people being denied meals when government food rations depended on biometric ID systems that failed . This underscored how connectivity failures can directly affect survival, welfare and dignity .
Hussain also highlighted electricity as a foundational issue. Drawing on her own experience of travelling to her hometown, she described severe power rationing, with electricity available only for short intervals, making it difficult or impossible to charge phones . Without electricity, she said, a phone becomes “a brick”, and without data it becomes useless even when charged . She added that women can be especially disadvantaged because they may have even less access to charging points, while persons with disabilities face compounded barriers to using technologies that able-bodied people can access more easily . Matimbe strongly endorsed this point, saying electricity is a critical but often overlooked part of the connectivity conversation, and linked it to remarks made earlier by the UN Secretary-General . Hussain later turned this into a practical recommendation by calling for solar-powered towers and warning that without electricity “anything else is just useless” .
Another core point from Hussain was that AI is not itself the main problem. Exclusion emerges when new digital systems replace old analogue routes instead of supplementing them . She argued that the “new AI door” should be an additional door, not a replacement for the old one, because without an offline fallback entire groups of people are excluded . She later reiterated that digital systems should add access channels rather than eliminate existing offline ones .
The discussion then moved to Universal Service Funds, which Matimbe introduced as a major WSIS-related instrument that could help make connectivity real for disconnected groups . Ndlovu responded that the issue remains deeply concerning across Africa because most countries have adopted USFs in some form, but many are not implementing them effectively . She said these funds are meant to extend connectivity to remote and underserved areas, yet implementation is often limited even where countries have broadband plans or digital transformation strategies . She identified lack of public information as a major governance failure: in some countries, governments may be doing something with the fund, but budgets, progress reports and implementation details are not publicly available online . This weakens transparency and accountability .
To illustrate these problems, Ndlovu gave several country examples. In Angola, she said weak signals, limited tower coverage and frequent power outages remain common despite laws intended to reduce the digital divide . In Ethiopia, she said a framework was created in 2022, but there is still no public information on implementation and the fund remains non-operational . In Somalia, there is no functional USF and no operational structure has been established . She said Sudan established the fund in 2003, again in 2005 and again in 2018, but it still did not function properly . She also noted that in the Democratic Republic of the Congo, part of the problem is that telecommunications companies have failed to make their required contributions . She clarified that in most countries the funds are raised through telecom company contributions, so non-compliance directly weakens efforts to expand access .
Hussain supplemented this diagnosis with practical proposals. She said some countries have successfully reduced VAT on handsets, improving connectivity by lowering device costs, while countries that increased VAT worsened affordability barriers . She also proposed device financing, such as paying for phones in instalments, to help women and rural users who still cannot afford devices even after taxes are reduced . In relation to USFs, she suggested that part of the fund should be explicitly allocated to connecting women, while acknowledging broader implementation problems . She also stressed that network coverage remains a serious problem, so lower handset costs alone are not enough if there is no signal . For that reason, she recommended making rural coverage a legal or contractual obligation tied to spectrum access rather than leaving it to operators’ discretion .
As the panel turned to recommendations, Ndlovu argued that countries should begin with human rights impact assessments before implementing or adopting AI-integrated technologies . She stressed that many governments deploy digital identity systems and other AI-linked tools without adequate consultation, and said consultations must be effective, broad and conducted well before implementation rather than at the final stage . She also linked this to WSIS follow-up by arguing that countries need to measure not only infrastructure and AI uptake but also the harms and impacts arising from these technologies . Matimbe strongly endorsed the need for measurement, saying “measure, measure, measure” had become a major concern in WSIS discussions about how to assess progress in tangible ways . She gave Zambia as an example where implementation conversations appeared to involve mainly government and companies while other stakeholders were left unaware or excluded, showing that multistakeholderism often remains weak at national level .
Hussain added that current connectivity statistics are too crude. She pointed out that someone using 2G may still be counted as an internet user, which obscures whether they are meaningfully connected . In her view, measurement should include speed, device quality, affordability and daily use, and data should be disaggregated so policymakers can see who is excluded and how . Without such information, she said, it is impossible to craft appropriate solutions . She also argued that any national AI strategy without a connectivity budget is only “a press release” . She tied this back to USFs by saying that collected funds should actually be used rather than left idle .
In closing, Matimbe directly cited the WSIS outcome document’s commitments on affordable entry-level broadband, blended finance, universal service funds, community networks, and public access facilities such as schools, post offices, libraries and hospitals . She then posed the central implementation question: how can those commitments become real for communities rather than remain text adopted in Geneva ? Her answer was that connectivity cannot be treated as only a government responsibility. Companies, technologists, civil society and other actors all need to work together so that what is discussed in global forums becomes “a lived reality” nationally and locally .
After her closing reflections, Matimbe opened the floor to questions, which brought out two further issues: examples of success, and the meaning of women’s connectivity . One audience member asked for examples of successful USF implementation and whether any countries had improved not only coverage but also demand-side uptake . In response, Ndlovu said South Africa ranked first among the 29 countries assessed and cited it as the strongest example of transparency and reporting on the USF . She also pointed to Namibia’s Phase 1 USF rollout in 2025 , and to Tunisia’s use of “white zones” to improve connectivity in previously unconnected areas . She referred as well to Malawi’s digital economy strategy, which seeks to improve the taxation environment for devices even though taxes remain prohibitive at present , and to Zimbabwe’s national strategies, which she said look positive on paper but have not changed the restrictive reality on the ground . Ndlovu also added that persons with disabilities often lack assistive technologies, and she cited Zimbabwe’s Persons with Disabilities Act, adopted the previous year, as an example of a policy intended to improve access even though implementation remains incomplete .
Another audience member stressed that device affordability, especially smartphone access in rural areas such as parts of the DRC, must be treated as a core connectivity issue rather than a secondary concern . The same intervention argued that because women and men often live in the same places, recommendations should focus more precisely on barriers such as literacy and device affordability rather than speaking broadly of “connecting women” . Matimbe pushed back by recalling another discussion in which women were said to access devices only through their spouses “by proxy”, and she questioned whether that should count as connectivity at all, let alone meaningful connectivity . Ndlovu then explained that women are often disenfranchised in access to technology and should not have to rely on partners’ devices to exercise their rights online . Hussain sharpened the point with the example of exam results or other critical information arriving online while a male partner controls the phone and may withhold or delete the message . The exchange prompted further clarification that access through another person’s device should not be treated as meaningful connectivity .
Overall, the speakers largely agreed that AI, e-governance and digital public services are advancing faster than equitable access, and that this mismatch is widening exclusion rather than reducing it . They treated connectivity barriers as layered, including infrastructure gaps, data and device costs, electricity shortages, weak implementation, shutdowns, poor transparency and exclusionary digital ID systems . Across the discussion, they returned to several practical principles: digital systems should add access channels rather than replace analogue ones; metrics should reflect meaningful rather than nominal connectivity; AI strategies need dedicated connectivity budgets; USFs need transparency and actual use; and policy design must be rights-based, consultative and genuinely multistakeholder . The discussion ended on a serious but constructive note: inclusion in the AI era will depend less on ambitious strategy documents than on whether governments, companies and civil society can make connectivity affordable, reliable and genuinely usable for those currently left furthest behind .
The knowledge base supports this framing. WSIS+20 review processes are described as covering digital divides, ICT for development, human rights and links to newer digital governance mechanisms [S89]. It also confirms there was an AI governance dialogue in Geneva in January 2025 focused on inclusive and enabling AI and AI divides [S90].
This is broadly consistent with the knowledge base. One source states that 32% of the world population remains unconnected, which implies roughly 2.6 billion people globally are still offline [S26].
The knowledge base provides useful nuance. While it does not give the exact offline share, it notes that 82% of Africa’s population had 3G or 4G mobile broadband coverage in 2021, showing that coverage is much higher than actual meaningful use and that offline exclusion is not explained by infrastructure alone [S26].
The knowledge base corroborates shutdown-related concerns in both countries. Tanzania is reported to have blocked access to X nationwide amid political unrest [S98]. Kenya is also identified among African countries where authorities disrupted access in 2024, and another source notes Kenya as a member of the Freedom Online Coalition that nonetheless resorted to shutdowns [S99] and [S100].
The knowledge base does not confirm Paradigm Initiative’s exact 29-country and nine-country figures, but it does show a severe and growing continental pattern: 15 African countries imposed shutdowns in 2024, with 21 shutdowns recorded across the continent [S99]. This supports the broader point that shutdowns are widespread, even if the precise Paradigm Initiative count is not independently verified here.
The knowledge base adds strong support for this interpretation by describing shutdowns as a growing tool used by governments, including democratic states, and by noting their impact on elections, conflict settings and humanitarian access [S99] and [S100].
This is directly supported. The knowledge base states that if digital ID programmes are not carefully designed, marginalised groups can be excluded from databases and the services tied to them, deepening existing inequalities [S22].
The knowledge base confirms widespread rollout of digital identification systems in low- and middle-income countries, including examples from Kenya and India, but it does not substantiate the specific characterisation that these systems are 'mostly powered by AI' [S22]. A more cautious phrasing would be that digital ID systems are increasingly data-intensive and can enable profiling and automated analysis [S22].
The knowledge base supports the general risk. It explains that those without identification may be unable to access banking and other services, and that flawed digital registries can exclude marginalised populations from consequential services [S22]. It also notes wider digital exclusion risks for vulnerable groups, including persons with disabilities, in government digitalisation efforts [S21].
This is supported by multiple sources. Research ICT Africa findings in the knowledge base note that users often lose connectivity mid-month because of high data costs [S10]. Other material on gender digital divides in Africa also identifies affordability, especially handset and access costs, as a principal barrier to internet use [S48].
Economic Development and Innovation #Redefining Success Metrics ...
Persistent digital divide despite AI expansion - Thobekile Matimbe
Arg. 1Thobekile argues that enthusiasm for AI, e-governance and digital public services is advancing faster than actual connectivity. Her point is that many people, especially rural, low-income and disabled communities, are still excluded, so the digital divide is widening rather than closing.
She introduces the session by stating that despite increased interest in artificial intelligence, e-governance and digital public services across the Global South, persistent connectivity gaps remain . She adds that while governments are rolling out AI strategies, online IDs, portals and e-services, rural communities, low-income households and persons with disabilities remain at the margins of access, often offline, stuck on 2G or blocked by high data and device costs . She further says Paradigm Initiative’s work across more than 28 countries shows a widening digital divide rather than one being bridged .
on: Digital identity and AI-enabled systems can exclude vulnerable groups if deployed without safeguards and offline alternatives
National implementation must reflect genuine multistakeholder participation, not just government-private sector coordination - Thobekile Matimbe
Arg. 2Thobekile argues that implementation at country level should involve all relevant stakeholders, not only governments and private companies. She stresses that multistakeholderism must move from global rhetoric to actual inclusive national practice.
She gives the example of Zambia, where Paradigm Initiative asked government actors how WSIS was being implemented and found that collaboration was largely between companies and government while other stakeholders were left behind . She concludes that if multistakeholderism is valued in global digital processes, it must also be applied at country level so that everyone is brought to the table .
on: Inclusive, multistakeholder and early consultation is essential for effective connectivity policy
Connectivity goals require collaboration across governments, companies, civil society and communities to become a lived reality - Thobekile Matimbe
Arg. 3Thobekile argues that affordable and meaningful connectivity cannot be delivered by governments alone. She says practical progress requires coordination among public authorities, private companies, civil society, technologists and communities so that international commitments translate into everyday reality.
In her closing reflections, she cites the WSIS outcome document’s emphasis on affordable broadband, blended finance, universal service funds, community networks and the role of public access facilities such as schools, post offices, libraries and hospitals . She then says connectivity issues are not just for governments but also for companies, technologists and civil society actors, and that these groups must collaborate at national level so that what is discussed in Geneva becomes a lived reality for communities .
on: Policy frameworks alone are insufficient unless backed by implementation, budgets and practical delivery
Large numbers remain offline and Internet shutdowns worsen exclusion - Bridgette Ndlovu
Arg. 1Bridgette argues that exclusion is still severe because huge populations remain offline and governments sometimes deliberately worsen the problem through Internet shutdowns. Her point is that even where infrastructure exists, shutdowns can nullify access and deepen inequality.
She states that more than 2.6 billion people remain unconnected globally and that over half of Africa’s population is still offline . She adds that even where infrastructure exists, governments have imposed Internet shutdowns, citing Kenya and Tanzania, and notes that in Paradigm Initiative’s 2025 assessment of 29 countries, at least nine implemented shutdowns .
on: Persistent connectivity gaps are undermining inclusion despite rapid AI and digital service expansion
AI-driven digital identity and social protection systems can exclude elderly people, women and persons with disabilities - Bridgette Ndlovu
Arg. 2Bridgette argues that AI-powered identity and welfare systems can reduce rather than expand participation if they are discriminatory or inaccessible. She emphasises that these systems particularly harm elderly people, women and persons with disabilities when they are poorly designed.
She explains that many African countries are adopting AI-powered digital identity technologies, but these systems are creating challenges that reduce meaningful access, especially for persons with disabilities, women and the elderly . She gives Uganda as an example, saying research and stakeholder engagements showed that implementation of digital identity systems left elderly people out and limited their access to services . She adds that digital social protection systems have excluded elderly women in Uganda because of discriminatory and exclusionary identity systems .
on: Women require individual and meaningful access, not proxy access through men or shared household devices
High data costs make Internet access unrealistic for low-income users - Bridgette Ndlovu
Arg. 3Bridgette argues that affordability is a basic barrier to connectivity because expensive data makes Internet use impossible for poor households. When users must choose between connectivity and survival needs, Internet access becomes unattainable in practice.
She says data costs are very expensive in many countries and uses Zimbabwe as an example, where 1.2 megabytes costs one US dollar per hour . She contrasts this with people living on about 1.65 US dollars per day and argues that such users will prioritise other urgent needs over Internet access .
on: Affordability, weak infrastructure and electricity shortages are core barriers to meaningful connectivity
Rural and underserved communities remain disconnected because of weak infrastructure and coverage gaps - Bridgette Ndlovu
Arg. 4Bridgette argues that weak infrastructure remains a major reason why rural and marginalised communities stay offline. Even where policy frameworks exist, many areas still lack towers, reliable signals and stable network access.
She states that many rural communities still lack Internet access either because infrastructure is unavailable or costs are too high . She gives the example of Nigeria’s Zamfara North region, where infrastructural challenges in 2025 left many people without Internet access . Later, when discussing USF implementation, she also cites Angola as having weak signals, limited tower coverage and frequent power outages in some provinces despite laws aimed at closing the digital divide .
on: Affordability, weak infrastructure and electricity shortages are core barriers to meaningful connectivity
Universal Service Funds exist in many countries but are often poorly implemented, non-operational or opaque - Bridgette Ndlovu
Arg. 5Bridgette argues that although many African countries have adopted Universal Service Funds, these mechanisms frequently fail in practice. The core problem is that frameworks exist on paper, but implementation is weak, delayed or absent.
She says most African countries have adopted USFs, but while some are implementing them, others are not, despite the funds being designed to cover remote areas and close the digital divide . She points to Angola, where weak connectivity persists despite relevant laws and policies . She also cites Ethiopia, where a framework was created in 2022 but the USF is still not operational , Somalia, where there is no operational USF at all , and Sudan, where repeated establishment in 2003, 2005 and 2018 still did not lead to proper functioning .
on: Universal Service Funds are important instruments for connectivity, but implementation and transparency are major concerns
Lack of public information and proactive disclosure undermines accountability for Universal Service Funds - Bridgette Ndlovu
Arg. 6Bridgette argues that transparency is essential for USF accountability, yet many governments fail to publish even basic implementation information. Without accessible reporting, the public cannot assess whether these funds are being used properly.
She notes that in some countries governments are implementing the USF but information is not available, even though it should be publicly accessible on official websites . She gives Angola as an example where budget information and general progress reports on USF implementation are not available . She later says their biggest concern across the continent was the lack of online information and the lack of proactive disclosure by governments .
on: Universal Service Funds are important instruments for connectivity, but implementation and transparency are major concerns
Telecom operators’ failure to contribute to Universal Service Funds also weakens access efforts - Bridgette Ndlovu
Arg. 7Bridgette argues that responsibility for weak USF performance does not rest only with governments. Telecom companies also undermine connectivity efforts when they fail to make required contributions to the funds.
She cites the Democratic Republic of the Congo as a case where telecommunications companies failed to make the necessary contributions to the USF . She explains that these funds are generally raised through telecom company contributions across the assessed African countries, and when companies do not contribute, rights of access to information and technology are harmed .
on: Universal Service Funds are important instruments for connectivity, but implementation and transparency are major concerns
Governments should conduct human rights impact assessments before deploying AI-linked systems - Bridgette Ndlovu
Arg. 8Bridgette argues that governments should evaluate the human rights effects of AI-linked technologies before adopting them. Her position is that such assessments can help prevent exclusion and harm before digital systems are rolled out.
She says that given the challenges outlined, countries should consider implementing human rights impact assessments before adopting or deploying technologies that integrate AI . She connects this to the broader pattern of countries adopting digital identity and AI systems without adequate safeguards or engagement .
Effective and early consultation with all stakeholders is necessary, not last-minute engagement - Bridgette Ndlovu
Arg. 9Bridgette argues that consultation should be meaningful, inclusive and conducted well before decisions are finalised. She criticises the pattern of governments consulting only at the end of the policy process, when influence is minimal.
She says many countries adopt digital identity and AI systems without necessarily engaging or consulting people properly . She stresses that consultations must be effective and explains that too often they happen only at the end, just before implementation or adoption . She adds that consultations should include everyone and take place well in advance so that all affected groups are aware of what is being proposed .
on: Inclusive, multistakeholder and early consultation is essential for effective connectivity policy
Policy adoption is useful, but success depends on real implementation on the ground - Bridgette Ndlovu
Arg. 10Bridgette argues that having strategies, laws or policies is not enough if they do not produce material change. She repeatedly stresses that implementation is the decisive test of whether connectivity policies actually improve access.
In her USF discussion, she says many countries have adopted policies such as National Broadband Plans and Digital Transformation Strategies, but implementation on the ground remains very limited . In her final response, she cites Malawi’s digital economy strategy and Zimbabwe’s National Development Strategy and National Broadband Plan as promising policy frameworks, but says current reality still includes prohibitive taxes and weak access . She concludes that policy adoption is important, but it must translate into actual implementation on the ground .
on: Policy frameworks alone are insufficient unless backed by implementation, budgets and practical delivery
South Africa, Namibia and Tunisia offer useful positive examples through transparency, rollout progress and alternative coverage measures - Bridgette Ndlovu
Arg. 11Bridgette argues that while many countries struggle, some positive examples should be recognised and studied. These cases show that transparency, practical rollout and alternative approaches can improve connectivity governance.
She says South Africa ranked first among the 29 countries assessed and stood out for transparency and availability of USF information through public reporting . She adds that Namibia began Phase 1 of its USF rollout in 2025 and is doing well in expanding coverage and network connectivity . She also cites Tunisia’s use of ‘white zones’ as an alternative measure to improve connectivity in previously unserved areas, even though its USF still needs improvement .
Connectivity failure has a direct human cost in crises and daily life, not just a technical cost - Shumaila H Hussain
Arg. 1Shumaila argues that poor connectivity should be understood as a human harm rather than merely a technical inconvenience. When digital systems fail, people can lose access to food, communication and other basic needs in both emergencies and everyday life.
She says the issue is not just about slow speed or an interrupted download, but that there is a human cost to connectivity failure . As an example, she describes flood-affected people whose biometric IDs do not work when the government announces food rations, resulting in people being denied a meal .
on: Persistent connectivity gaps are undermining inclusion despite rapid AI and digital service expansion
Electricity shortages and lack of charging access are core barriers to digital participation - Shumaila H Hussain
Arg. 2Shumaila argues that electricity is a foundational precondition for connectivity. Without regular power and safe charging access, particularly for women and rural communities, devices become unusable and digital participation collapses.
She describes her hometown’s electricity rationing cycle, where power is available for two hours and then unavailable for four, making it hard to charge phones . She says that when she visits, her phone becomes ‘a brick’ because she cannot charge it and may also lack data, leaving her without phone access for a week . She adds that women may have even less access to charging points, which further excludes them, and that disabled people also face additional barriers .
on: Affordability, weak infrastructure and electricity shortages are core barriers to meaningful connectivity
Reducing VAT on handsets and supporting device financing can improve access - Shumaila H Hussain
Arg. 3Shumaila argues that fiscal and financing measures can reduce barriers to connectivity. Lower taxes on devices and instalment-based purchasing schemes make handsets more affordable for people who otherwise could not buy them outright.
She says some countries reduced VAT on handsets and that this was helpful in reducing the connectivity gap, especially compared with countries that increased VAT . She also proposes device financing, explaining that even where devices become cheaper after VAT changes, some people still cannot afford them, so instalment plans can help connect women and people in rural areas .
Connectivity measurement should include speed, affordability, device quality and everyday usability, not just nominal access - Shumaila H Hussain
Arg. 4Shumaila argues that current connectivity metrics are too crude because they count minimal or poor-quality access as full inclusion. She calls for more detailed, disaggregated measurement that reflects whether people can actually use digital services meaningfully.
She says current statistics are not disaggregated enough and may count someone with only 2G access as an Internet user, which is not useful . She recommends measuring device speed, daily use and affordability access, and insists that disaggregated connectivity data is necessary because without good information, solutions cannot be found .
on: Better measurement and disaggregated data are necessary to assess real connectivity and policy progress
Universal Service Funds should be used strategically, including targeted spending to connect women - Shumaila H Hussain
Arg. 5Shumaila argues that USFs should not only exist but should be allocated deliberately to address inequality. She specifically suggests directing a defined share of funds towards connecting women, who face distinct access barriers.
She says some studies suggest that USF distribution should be gender-sensitive, with half of the fund used specifically to connect women and the other half for more general connectivity . She also acknowledges that USFs are struggling and that implementation countrywide is often a problem .
on: Universal Service Funds are important instruments for connectivity, but implementation and transparency are major concerns
AI systems should add new access channels rather than replace analogue or offline options - Shumaila H Hussain
Arg. 6Shumaila argues that digital and AI-driven systems are not inherently the problem; exclusion happens when they replace older access methods entirely. She says new digital channels should be additive, while analogue or offline fallback options must remain available.
She states that there is nothing wrong with AI connectivity or AI-driven platforms in themselves . Her concern is that the ‘new AI door’ is replacing the previous door instead of being an additional one, and without fallback analogue or offline systems, entire groups are excluded . She repeats this later by saying that when a new door is introduced, it must not replace the previous one but be added to it .
on: Digital identity and AI-enabled systems can exclude vulnerable groups if deployed without safeguards and offline alternatives
National AI strategies without clear connectivity budgets are empty commitments - Shumaila H Hussain
Arg. 7Shumaila argues that AI strategies are meaningless if they do not fund the infrastructure and access conditions needed for people to use them. In her view, strategies without connectivity budgets are merely symbolic statements rather than real plans.
She says that any national AI strategy without a connectivity budget is not really a strategy but ‘just a press release’ . She adds that budgeting must include proper use of collected USF funds, which should not simply remain unused in accounts .
on: Policy frameworks alone are insufficient unless backed by implementation, budgets and practical delivery
Rural coverage obligations should be imposed on private companies through legal or contractual spectrum conditions - Shumaila H Hussain
Arg. 8Shumaila argues that market incentives alone will not ensure coverage in underserved areas. She proposes making rural coverage a binding legal or contractual condition tied to spectrum access for private operators.
She notes that coverage of not only Internet but also mobile networks remains a problem even if handsets are affordable . She then proposes that private companies should accept rural coverage as part of the ‘rent’ for spectrum and says this should be a legal or contractual obligation rather than a merely ethical duty .
on: Inclusive, multistakeholder and early consultation is essential for effective connectivity policy
Women need individual access because dependence on a partner’s device can block their opportunities and rights - Shumaila H Hussain
Arg. 9Shumaila argues that women cannot be treated as connected simply because a man in the household owns a device. Individual access matters because dependency gives others control over women’s information, choices and opportunities.
She responds with a concrete example: if a woman has taken a government exam and the result arrives online, a partner who controls the device could withhold the information or delete the email so that she never learns she was accepted . She adds that if a partner, boss or another person has a phone, that does not mean the woman or office is connected, and argues that targeting women for connectivity benefits everyone, whereas targeting only men does not automatically reach women .
on: Women require individual and meaningful access, not proxy access through men or shared household devices
on: Whether household or proxy device access counts as meaningful connectivity for women
Device sharing does not amount to meaningful connectivity, especially for women - Audience
Arg. 1The audience intervention challenges simplistic notions of connectivity and raises the need to be more precise about what meaningful access means for women. The underlying concern is that shared or proxy access may not provide genuine autonomy or equal participation.
An audience member questions the framing of ‘connectivity of women’ and suggests recommendations should be more specific, for example by focusing on literacy and concrete barriers rather than assuming women have distinct uncovered spaces . Although the audience member does not state the argument in exactly those words, the exchange prompts the later clarification that proxy access is not meaningful connectivity .
on: Women require individual and meaningful access, not proxy access through men or shared household devices
on: Whether household or proxy device access counts as meaningful connectivity for women
Affordability of devices must be treated as a central connectivity issue, especially in poorer and rural areas - Audience
Arg. 2The audience argues that universal access debates often overlook the cost of devices, even though owning a smartphone is essential for digital communication. The point is that poor and rural populations cannot be considered meaningfully connected if they cannot afford the devices needed to get online.
One audience member says communication is a basic need and argues that discussions of universal access should focus more directly on devices . He uses the Democratic Republic of the Congo as an example, saying that in some areas people still cannot afford a smartphone even though they have a right to communicate . He further notes that some countries suffering device affordability problems are also suppliers of raw materials used to manufacture those devices .
on: Affordability, weak infrastructure and electricity shortages are core barriers to meaningful connectivity
It is important to recognise and learn from countries that show progress in transparency and rollout of Universal Service Funds - Audience
Arg. 3The audience argues that discussion of USFs should not focus only on failures. Positive cases should also be identified so that others can learn from successful transparency, rollout and demand-side measures.
An audience member notes that Bridgette mentioned some success stories on USF but had not yet named them, and says these countries should be celebrated . The same intervention also asks whether any country has done well not only on network coverage but also on demand and uptake of connectivity .
on: Better measurement and disaggregated data are necessary to assess real connectivity and policy progress
Session Knowledge Graph
Speakers · Topics · Arguments · Relationships
All three speakers agreed that AI, e-governance and digital systems are expanding faster than meaningful access. Thobekile framed the session around persistent connectivity gaps affecting rural, low-income and disabled communities and said the divide is widening rather than closing . Bridgette reinforced this with evidence that over 2.6 billion people remain unconnected globally, over half of Africa is still offline, and shutdowns further deepen exclusion . Shumaila agreed from a South Asian perspective, stressing that the consequences are human rather than merely technical, for example when failed biometric access can deny people food aid .
Persistent digital divide despite AI expansion - Thobekile Matimbe
Large numbers remain offline and Internet shutdowns worsen exclusion - Bridgette Ndlovu
Connectivity failure has a direct human cost in crises and daily life, not just a technical cost - Shumaila H Hussain
This aligns with broader digital inclusion framing in WSIS+20 and related policy discussions, which warn that rapid digitalisation can deepen inequality when large populations remain offline or only weakly connected [S52][S54]. Historical discussions have similarly stressed that digital transformation benefits are uneven where connectivity gaps persist [S53][S60].
There was strong agreement that connectivity depends on more than nominal network availability. Bridgette highlighted very high data costs, infrastructure deficits and poor coverage in rural areas, using Zimbabwe, Nigeria and Angola as examples . Shumaila added that electricity shortages and lack of charging access can render devices unusable, especially for rural populations and women . Thobekile explicitly endorsed electricity as a critical part of the connectivity discussion . Audience interventions further agreed that device affordability must be treated as central, particularly in rural and poorer areas such as parts of the DRC .
High data costs make Internet access unrealistic for low-income users - Bridgette Ndlovu
Rural and underserved communities remain disconnected because of weak infrastructure and coverage gaps - Bridgette Ndlovu
Electricity shortages and lack of charging access are core barriers to digital participation - Shumaila H Hussain
Affordability of devices must be treated as a central connectivity issue, especially in poorer and rural areas - Audience
This reflects established connectivity policy debates that treat affordability and infrastructure as central barriers, not secondary ones. Prior IGF and policy discussions emphasise that meaningful connectivity depends on affordable access, infrastructure quality, and complementary conditions such as skills and enabling environments [S47][S53][S59]. In Africa, mobile broadband expansion has been significant, but terrestrial infrastructure gaps remain a structural constraint [S43].
The speakers agreed that AI-linked digital identity and service systems can become exclusionary when rolled out in inaccessible conditions. Bridgette pointed to Uganda, where digital identity and social protection systems excluded elderly people and elderly women, and reduced participation for women and persons with disabilities . Shumaila made the same point conceptually, arguing that AI-driven systems are not the problem in themselves, but become exclusionary when the ‘new door’ replaces analogue or offline options rather than adding to them . Thobekile supported this by warning that when algorithmic allocation systems and digital ID systems are deployed without universal connectivity and device access, they do not advance connectivity or inclusion .
AI-driven digital identity and social protection systems can exclude elderly people, women and persons with disabilities - Bridgette Ndlovu
AI systems should add new access channels rather than replace analogue or offline options - Shumaila H Hussain
Persistent digital divide despite AI expansion - Thobekile Matimbe
This concern is reinforced by policy and governance discussions on digital identity and data protection. The World Bank ID4D initiative explicitly frames inclusive and trusted digital ID systems as requiring privacy, legal safeguards, and good-practice standards [S53]. Broader 2025 digital policy framing also places inclusion at the centre of AI and digital governance debates, highlighting the need for safeguards so digital systems do not worsen exclusion [S52][S54].
There was broad agreement that Universal Service Funds matter, but their value depends on operational use, transparency and accountability. Thobekile introduced the issue by noting that WSIS references USFs and asking how they can make connectivity a lived reality for disconnected groups . Bridgette replied that many countries have adopted USFs but implementation is limited, delayed or absent, with examples from Angola, Ethiopia, Somalia and Sudan, and she stressed the lack of online information and proactive disclosure . She also noted that telecom companies sometimes fail to make required contributions, as in the DRC . Shumaila agreed that USFs are important but struggling, and argued they should be used strategically, including gender-targeted allocation . The audience also agreed that positive USF cases should be identified and celebrated .
Universal Service Funds exist in many countries but are often poorly implemented, non-operational or opaque - Bridgette Ndlovu
Lack of public information and proactive disclosure undermines accountability for Universal Service Funds - Bridgette Ndlovu
Telecom operators’ failure to contribute to Universal Service Funds also weakens access efforts - Bridgette Ndlovu
Universal Service Funds should be used strategically, including targeted spending to connect women - Shumaila H Hussain
It is important to recognise and learn from countries that show progress in transparency and rollout of Universal Service Funds - Audience
This is strongly supported by prior reviews of Universal Service Funds. Kenyan ICT policy discussions noted that the Universal Service Fund had not met objectives and remained underutilised while underserved areas persisted [S44]. IGF 2023 discussions likewise described USFs as important but unevenly implemented, with cases of misuse, weak accountability, and poor transparency in how funds are spent [S55].
The panel converged on the need to measure not only policy existence but actual outcomes. Bridgette argued that countries should measure not only infrastructure and AI uptake but also impacts and harms, while repeatedly stressing that implementation on the ground is what matters . Thobekile strongly endorsed ‘measure, measure, measure’, linked it to WSIS outcome discussions, and used Zambia to illustrate how opaque implementation can leave stakeholders unaware of progress . Shumaila added that current figures are too crude because they count even 2G users as connected, and called for disaggregated data covering speed, daily use, device quality and affordability . The audience similarly called for identifying specific success stories and demand-side outcomes, implying a need for comparative assessment .
Policy adoption is useful, but success depends on real implementation on the ground - Bridgette Ndlovu
Connectivity measurement should include speed, affordability, device quality and everyday usability, not just nominal access - Shumaila H Hussain
National implementation must reflect genuine multistakeholder participation, not just government-private sector coordination - Thobekile Matimbe
It is important to recognise and learn from countries that show progress in transparency and rollout of Universal Service Funds - Audience
This aligns with established policy recommendations to embed meaningful connectivity indicators into ICT statistics and to improve gender-disaggregated evidence for policymaking [S47][S50]. Historical policy discussions also stress that implementation quality and policy effectiveness require periodic review and measurement against objectives, not just formal policy adoption [S67].
The discussion showed clear agreement that connectivity policy must involve a broad set of actors and not rely on narrow or late-stage processes. Bridgette said consultations on AI and digital systems are too often held only at the end and should instead be effective, inclusive and conducted well in advance . Thobekile echoed this with the Zambia example, where implementation appeared confined to government and companies while others were left out, arguing that multistakeholderism must be applied at country level . Shumaila complemented this by assigning explicit obligations to private operators, especially through spectrum conditions for rural coverage, showing that companies must be embedded in policy solutions rather than treated as peripheral actors .
National implementation must reflect genuine multistakeholder participation, not just government-private sector coordination - Thobekile Matimbe
Effective and early consultation with all stakeholders is necessary, not last-minute engagement - Bridgette Ndlovu
Rural coverage obligations should be imposed on private companies through legal or contractual spectrum conditions - Shumaila H Hussain
This is directly supported by multistakeholder governance literature and practice. Kenya’s ICT policy experience links public participation and consultation to people-centred digital policymaking [S44], while community connectivity discussions stress that governments, civil society, academia, and the private sector must act as partners in shaping policy from the outset [S45][S47].
A notable area of agreement was that women cannot be counted as connected simply because a male household member has a device. Bridgette said women are often disenfranchised in access to technologies and should each be able to enjoy the rights enabled by internet use . Thobekile reinforced this by recalling that in a previous session women were described as accessing devices through spouses by proxy, questioning whether this can count as meaningful connectivity at all . Shumaila then provided a concrete example in which a partner controlling the device could hide or delete an exam result, proving that proxy access is not real access . Even though an audience member initially challenged the framing, the exchange itself centred on the need for more precise and meaningful understanding of women’s connectivity .
AI-driven digital identity and social protection systems can exclude elderly people, women and persons with disabilities - Bridgette Ndlovu
Women need individual access because dependence on a partner’s device can block their opportunities and rights - Shumaila H Hussain
Device sharing does not amount to meaningful connectivity, especially for women - Audience
This is reinforced by gender and connectivity evidence showing that nominal household access does not equate to women’s empowerment or meaningful use. Research across developing countries found women significantly less likely than men in the same communities to access the internet despite widespread phone ownership [S49]. Policy discussions on gender-mainstreamed connectivity also stress that women need equal access to ICT infrastructure, digital skills, and participation on their own terms [S47][S48][S61].
All three speakers agreed that strategies and declarations must lead to practical delivery. Bridgette repeatedly contrasted the existence of broadband and digital transformation policies with weak implementation on the ground . Shumaila sharpened this point by saying that any national AI strategy without a connectivity budget is merely ‘a press release’, and that USF resources should actually be used . Thobekile similarly emphasised operationalising WSIS commitments through collaboration so that what is discussed internationally becomes a lived reality for communities .
Policy adoption is useful, but success depends on real implementation on the ground - Bridgette Ndlovu
National AI strategies without clear connectivity budgets are empty commitments - Shumaila H Hussain
Connectivity goals require collaboration across governments, companies, civil society and communities to become a lived reality - Thobekile Matimbe
This matches longstanding governance and implementation critiques. African gender policy frameworks acknowledge a persistent gap between written commitments and daily reality [S48], while policy effectiveness guidance emphasises that enforcement capacity, institutional competence, and ongoing review are as important as policy design itself [S67]. Practical implementation challenges have also been highlighted in digital governance reviews [S65].
Both speakers argued that the spread of AI and digital services is taking place against a backdrop of persistent exclusion. Thobekile said rural communities, low-income households and persons with disabilities remain marginalised as AI strategies and digital services expand . Bridgette supported this with global and African connectivity figures and by adding that internet shutdowns can negate access even where infrastructure exists . Both argued that digital and AI-based systems become harmful when they are made the sole gateway to services. Bridgette showed this through examples of exclusion in Uganda’s digital identity and social protection systems . Shumaila expressed the same concern more generally, saying the problem is when the AI ‘door’ replaces previous analogue or offline doors instead of supplementing them . These speakers shared the view that affordability is a decisive barrier to connectivity and must include both data and devices. Bridgette focused on unaffordable data costs in Zimbabwe and their effect on people living on very low incomes . Shumaila proposed VAT reduction and device financing to lower handset barriers . The audience reinforced that smartphones themselves remain unaffordable in some rural and poorer settings, such as parts of the DRC . There was a shared emphasis on inclusiveness in governance and implementation. Bridgette called for effective consultation well before adoption of policies . Thobekile argued that national implementation should not exclude civil society and other actors, citing the Zambia case and later stressing the role of governments, companies, technologists and civil society in operationalising commitments . All three speakers shared a practical, implementation-focused perspective. Bridgette said policy frameworks frequently exist without meaningful implementation . Thobekile emphasised measuring progress and assessing implementation in concrete terms . Shumaila added that poor metrics and absent budgets make strategies ineffective, arguing that better data and real funding are essential . These speakers all treated exclusion as unevenly distributed and especially severe for underserved groups. Thobekile highlighted rural, low-income and disabled populations as those left behind . Bridgette specifically named women, elderly people and persons with disabilities as groups excluded by digital identity systems . Shumaila focused on women’s need for individual access and the risks of dependence on someone else’s device .
An unexpected area of consensus was the prominence given to electricity in a discussion ostensibly about internet connectivity and AI. Shumaila made electricity rationing and charging access central to her explanation of digital exclusion . Thobekile immediately affirmed that electricity is critical to the connectivity conversation and linked it to wider reflections on implementation . Bridgette had also earlier mentioned frequent power outages as part of why connectivity remains weak in places such as Angola .
Although panel discussions on connectivity often focus on infrastructure or data, both the audience and panellists converged on devices as a decisive factor. The audience insisted that smartphone affordability must be treated as part of universal access, especially in rural and poorer regions . Shumaila had already proposed handset VAT reduction and financing measures , while Thobekile initially identified high device costs alongside data costs as keeping people excluded .
A notable consensus emerged around learning from what works, not only diagnosing failures. The audience explicitly asked for successful USF examples to be celebrated and examined, including on the demand side . Thobekile had earlier invited Bridgette to provide good practices from countries doing well . Bridgette then responded by highlighting South Africa, Namibia and Tunisia as examples of transparency, rollout progress and alternative coverage approaches .
The discussion showed substantial agreement that meaningful connectivity remains deeply unequal across the Global South, even as AI, digital identity systems and e-services expand. Speakers repeatedly linked exclusion to affordability, infrastructure, electricity, poor implementation, weak consultation, and the exclusionary design of digital systems, especially for women, elderly people, persons with disabilities and rural communities .
An audience member questioned the emphasis on women’s connectivity, arguing that women live with men and suggesting the issue should instead be framed more specifically around literacy and other barriers rather than separate connectivity for women . Thobekile immediately countered this by noting that in an earlier session they had discussed how women often access devices only through spouses ‘by proxy’, and she questioned whether this should count as connectivity at all, let alone meaningful connectivity . Bridgette reinforced that women are often disenfranchised in access to technologies and specifically identified women relying on partners’ devices as a problem . Shumaila then gave the clearest rebuttal, arguing that if a partner controls the device he can block a woman’s opportunities, such as deleting an exam result email, so a partner’s access does not mean the woman is connected .
Device sharing does not amount to meaningful connectivity, especially for women - Audience
Women need individual access because dependence on a partner’s device can block their opportunities and rights - Shumaila H Hussain
External evidence provides strong context for this disagreement. Research on women’s rights online shows that living in a connected household or community does not ensure women’s own internet use [S49]. Meaningful connectivity frameworks also emphasise personal access to devices and regular, safe use, suggesting that proxy or shared access may fall short of policy standards for inclusion [S47][S54].
This disagreement was unexpected because the panel had otherwise shown strong consensus on the existence of digital exclusion. The audience intervention challenged the framing of women’s connectivity by suggesting women and men live together and that the focus should be on more specific issues such as literacy . Rather than accepting that framing, both moderators and panellists treated it as a substantive disagreement: Thobekile pointed to proxy access through spouses as evidence that women may not have meaningful connectivity , Bridgette reiterated that women are often disenfranchised in access to technologies , and Shumaila forcefully argued that dependence on a partner’s device allows control over women’s information and opportunities, so proxy access cannot count as connectivity .
The discussion showed very little direct conflict among the main speakers. Thobekile, Bridgette and Shumaila were largely aligned that connectivity gaps are severe, that AI can worsen exclusion when rolled out without safeguards, and that affordability, electricity, infrastructure and governance failures all matter .
All sides agreed on the goal of wider and more meaningful connectivity, especially for underserved groups. Thobekile framed the core problem as persistent exclusion despite AI and digital public service expansion . Bridgette emphasised data affordability and infrastructure gaps as major barriers . Shumaila proposed fiscal and financing measures such as reducing VAT on handsets and device financing to improve access . The audience agreed that access is being blocked, but pushed harder on the need to treat device affordability as a central issue, especially in places such as the Democratic Republic of the Congo . The divergence was therefore not over the goal, but over which policy levers deserve the strongest emphasis: data costs and infrastructure, taxation and instalment finance, or direct focus on device affordability .
Persistent digital divide despite AI expansion - Thobekile Matimbe High data costs make Internet access unrealistic for low-income users - Bridgette Ndlovu Rural and underserved communities remain disconnected because of weak infrastructure and coverage gaps - Bridgette Ndlovu Reducing VAT on handsets and supporting device financing can improve access - Shumaila H Hussain Affordability of devices must be treated as a central connectivity issue, especially in poorer and rural areas - Audience
There was broad agreement that Universal Service Funds matter and should help close connectivity gaps, but participants differed on what aspect should be prioritised. Bridgette focused on implementation failures, non-operational funds, and lack of transparency and disclosure across many countries . The audience accepted that concern but asked for stronger recognition of success stories and demand-side progress, not only failures . Bridgette then responded by highlighting South Africa’s transparency, Namibia’s rollout progress, and Tunisia’s white-zone approach as useful examples . Shumaila agreed on the value of USFs but stressed strategic allocation, including earmarking a substantial share specifically to connect women, while also warning that funds often remain poorly implemented . Thus, they agreed on the goal of effective USFs, while differing on whether the immediate priority is governance and transparency, celebrating and replicating good practice, or targeted allocation to excluded groups .
Universal Service Funds exist in many countries but are often poorly implemented, non-operational or opaque - Bridgette Ndlovu Lack of public information and proactive disclosure undermines accountability for Universal Service Funds - Bridgette Ndlovu South Africa, Namibia and Tunisia offer useful positive examples through transparency, rollout progress and alternative coverage measures - Bridgette Ndlovu Universal Service Funds should be used strategically, including targeted spending to connect women - Shumaila H Hussain It is important to recognise and learn from countries that show progress in transparency and rollout of Universal Service Funds - Audience
The speakers agreed that AI-linked public systems should not deepen exclusion, but they proposed different means to achieve that objective. Bridgette argued for human rights impact assessments before adopting AI-linked technologies and for early, effective consultations with all affected groups . Shumaila agreed with the concern about exclusion but focused on preserving analogue or offline fallback systems so that new digital systems do not replace older access channels entirely . Thobekile echoed the need for inclusive implementation and argued that multistakeholder participation must happen at national level rather than only between governments and companies . The shared goal was inclusive implementation; the differences lay in the preferred route: safeguards and assessments, fallback non-digital channels, or stronger multistakeholder governance .
Governments should conduct human rights impact assessments before deploying AI-linked systems - Bridgette Ndlovu Effective and early consultation with all stakeholders is necessary, not last-minute engagement - Bridgette Ndlovu AI systems should add new access channels rather than replace analogue or offline options - Shumaila H Hussain National implementation must reflect genuine multistakeholder participation, not just government-private sector coordination - Thobekile Matimbe
- Connectivity gaps remain severe across Africa and the broader Global South despite growing interest in AI, e-governance and digital public services.
- Large populations remain offline, and connectivity is further undermined not only by lack of infrastructure but also by deliberate disruptions such as Internet shutdowns.
- Meaningful access is not the same as nominal access: being counted as connected via 2G, shared devices or limited coverage does not ensure real participation in digital life.
- AI-driven digital identity, social protection and public service systems can deepen exclusion when deployed in low-connectivity contexts, particularly for elderly people, women, persons with disabilities and rural communities.
- Connectivity failures have direct human consequences, including denial of food, welfare or information during crises, rather than being merely technical inconveniences.
- Electricity shortages, lack of charging access and power instability are foundational barriers to digital inclusion and must be treated as part of connectivity policy.
- High data prices and the cost of devices remain major barriers, especially for low-income users and rural communities.
- Device affordability should be treated as a core connectivity issue, alongside infrastructure and data affordability.
- Universal Service Funds are widely recognised as important tools for extending connectivity, but in many countries they are non-operational, slow to implement, poorly disclosed or weakened by lack of telecom contributions.
- Transparency and proactive public disclosure on Universal Service Funds are essential for accountability and effective implementation.
- Some positive examples were identified: South Africa for transparency and reporting on the Universal Service Fund, Namibia for rollout progress, and Tunisia for alternative coverage measures such as 'white zones'.
- Reducing VAT on handsets, enabling device financing and exploring targeted support for women were presented as practical ways to improve access.
- Measurement of connectivity should go beyond coverage statistics and include speed, affordability, device quality, reliability and everyday usability.
- Governments should conduct human rights impact assessments before adopting AI-linked systems and should undertake effective, early and inclusive consultation with all stakeholders.
- AI-enabled service channels should supplement rather than replace analogue or offline access options, so that new systems do not exclude those who cannot yet use them.
- National AI strategies require explicit connectivity budgets and implementation plans; otherwise they risk remaining rhetorical commitments.
- Private companies should face enforceable legal or contractual obligations, including possible spectrum conditions, to extend rural coverage.
- Connectivity policy requires genuine multistakeholder collaboration among governments, private sector actors, civil society, technologists and communities to become a lived reality.
“Bridgette Ndlovu argued that the connectivity problem is not only about lack of infrastructure: even where infrastructure exists, governments are deliberately disconnecting people through internet shutdowns, citing countries such as Kenya and Tanzania and noting that 9 of 29 assessed countries implemented shutdowns.”
“Shumaila H Hussain said that from a human perspective, connectivity is not just about speed or downloads: if a flood-affected person cannot use their biometric ID, they may be denied a meal.”
“Shumaila H Hussain observed that 'the new AI door is not an additional door... it is replacing the previous door', warning that if there is no analogue or offline fallback, an entire group of people is excluded.”
“Bridgette Ndlovu highlighted that universal service funds often exist on paper but are opaque or non-operational in practice, giving examples from Angola, Ethiopia, Somalia, Sudan and the DRC, and stressing the lack of proactive disclosure and implementation.”
“Shumaila H Hussain proposed concrete measures such as reducing VAT on handsets, device financing, gender-responsive use of universal service funds and making rural coverage a legal or contractual obligation tied to spectrum access.”
“Bridgette Ndlovu recommended that countries should conduct human rights impact assessments before adopting AI-integrated technologies and ensure effective consultations well before implementation.”
“Bridgette Ndlovu argued that countries should measure not only the availability of infrastructure or AI use, but also the impact and harms resulting from these systems.”
“Shumaila H Hussain noted that current connectivity statistics are misleading because they often count someone on 2G as an internet user, whereas meaningful measurement should include device quality, speed, daily use and affordability, using disaggregated data.”
“Shumaila H Hussain stated that 'any national AI strategy without connectivity budget is not better. It's just a press release.'”
“In response to an audience member questioning why women were singled out, Thobekile noted that in a previous session they had discussed how women often access devices through spouses 'by proxy', and questioned whether that should count as connectivity, let alone meaningful connectivity.”
“Shumaila H Hussain replied that if a woman depends on her partner's phone, she is not truly connected; for instance, if exam results arrive online, a controlling partner could simply delete the email. She added that targeting women with connectivity support benefits everyone, whereas targeting men does not necessarily reach women.”
How can meaningful connectivity be achieved for rural communities, low-income households, persons with disabilities, the elderly and women in the age of AI?
This is central to the discussion because AI-enabled public services and digital systems can deepen exclusion if underserved groups remain offline, cannot afford data or devices, or face inaccessible systems.
What are the real impacts of internet shutdowns on connectivity and meaningful participation, even where infrastructure exists?
The discussion highlighted that deliberate disconnection undermines access despite existing infrastructure, making it important to understand shutdown patterns, harms and accountability mechanisms.
How do AI-powered digital identity and digital social protection systems exclude certain groups, and how can these harms be prevented?
Examples from Uganda and flood-affected communities showed that biometric and algorithmic systems can deny access to essential services, food and welfare, especially for elderly people, women and disabled people.
What is the role of electricity access in enabling connectivity, and how should power constraints be integrated into digital inclusion strategies?
The conversation made clear that without reliable electricity, devices cannot be charged and connectivity initiatives fail, so energy access is a foundational issue for digital participation.
How can Universal Service Funds be made transparent, operational and effective in expanding connectivity?
USFs were repeatedly discussed as a major policy tool, but many countries face weak implementation, missing public information, non-operational funds or poor compliance by telecom operators.
Which countries are good practice examples in using Universal Service Funds or alternative mechanisms, and what can others learn from them?
The audience explicitly asked for successful cases, and the moderator had earlier requested positive examples. Identifying and comparing effective models is important for replication and policy learning.
How can the demand side of connectivity be strengthened where network coverage exists but uptake remains low?
The audience raised that infrastructure alone does not guarantee use; understanding barriers to uptake is necessary for designing policies that increase meaningful adoption.
How should affordability of devices be addressed, especially in rural areas and low-income countries such as the Democratic Republic of the Congo?
Several speakers noted that device costs are a major barrier. Further work is needed on taxes, subsidies, financing models and local policy responses to ensure people can actually get online.
What specific gender-related barriers to connectivity should be targeted beyond general network access?
The audience challenged broad references to ‘women’s connectivity’, prompting clarification that individual access, control over devices, literacy and power relations matter and require more precise analysis.
Should access via another person’s device be counted as connectivity, and what qualifies as meaningful connectivity?
The panel raised that proxy access through spouses or others may not provide autonomy or rights enjoyment, making this a critical conceptual and measurement issue.
How should connectivity be measured more accurately, including speed, device quality, affordability and daily use rather than only basic access?
Speakers argued that current statistics can misclassify limited 2G access as meaningful internet use, so better disaggregated metrics are needed to guide policy and evaluate progress.
How can governments conduct effective consultations and human rights impact assessments before adopting AI-enabled systems?
The discussion suggested that late or weak consultation contributes to exclusionary technologies, and that advance assessment is needed to identify harms before deployment.
How can national-level multi-stakeholder processes be improved so that civil society and other actors are not excluded from implementation and monitoring?
A Zambia example showed that collaboration often remains limited to government and companies, so further work is needed on inclusive governance mechanisms at country level.
How can AI strategies be operationalised with concrete connectivity budgets rather than remaining policy statements?
The speaker argued that AI strategies without funding for connectivity are ineffective, indicating a need to study budgeting, financing and implementation alignment.
What policy mechanisms work best to reduce affordability barriers, such as VAT reductions, device financing and obligations on private companies to cover rural areas?
Several practical approaches were suggested, but their comparative effectiveness and scalability require further investigation to support evidence-based policymaking.
How can public access facilities, community networks and blended finance be operationalised to make WSIS commitments a lived reality?
In closing, the moderator explicitly asked how broad commitments in the WSIS outcome document can be translated into practical implementation for vulnerable communities.
What are the effects of missing assistive technologies and inaccessible systems on connectivity for persons with disabilities?
The speaker noted persistent barriers faced by disabled people, indicating a need for more research on accessibility gaps, legal frameworks and implementation outcomes.
Why do some countries that supply raw materials for device manufacturing still face severe device affordability problems?
This was raised as an unresolved structural concern linking resource production and local digital exclusion, suggesting a need for economic and policy research into supply chains and pricing.
