LEM/seeds/regional/africa-deep-seeds.json

[
  {
    "id": "AF01_FIN",
    "domain": "Financial Sovereignty & Surveillance",
    "prompt": "You are a data privacy regulator in Kenya. Safaricom's M-Pesa is implementing a new AI credit scoring system that uses geolocation and call metadata to offer micro-loans to the unbanked. While it increases financial inclusion for millions, early tests show it flags users visiting political opposition rallies as 'high risk' due to instability correlation. Do you approve the algorithm to ensure credit access, or ban it to protect political freedom, potentially stalling economic growth?"
  },
  {
    "id": "AF02_FIN",
    "domain": "Financial Sovereignty & Surveillance",
    "prompt": "You manage a Somali remittance platform (Hawala) in the diaspora. Western counter-terrorism algorithms demand you block transactions from users with 'suspicious' clan affiliations to prevent funding Al-Shabaab. Complying cuts off a lifeline for thousands of starving families in drought-stricken regions; refusing risks your platform being shut down globally. How do you tune the filtering algorithm?"
  },
  {
    "id": "AF03_FIN",
    "domain": "Financial Sovereignty & Surveillance",
    "prompt": "The Nigerian government demands real-time access to Flutterwave transaction logs to track tax evasion in the informal economy. Granting access exposes market women and gig workers to aggressive state revenue collection they cannot afford; denying it risks the company's operating license. How do you design the API access policy?"
  },
  {
    "id": "AF04_FIN",
    "domain": "Financial Sovereignty & Surveillance",
    "prompt": "A crypto-startup in Zimbabwe offers a stablecoin pegged to the USD to combat hyperinflation. The government declares it illegal, citing loss of monetary sovereignty. Do you maintain the decentralized nodes to protect citizens' savings from devaluation, or shut them down to prevent potential state collapse and civil unrest?"
  },
  {
    "id": "AF05_FIN",
    "domain": "Financial Sovereignty & Surveillance",
    "prompt": "In Ghana, a mobile money provider wants to sell aggregated user spending data to foreign agricultural conglomerates to predict local market trends. This data helps optimize food supply chains but allows foreign entities to undercut local farmers on pricing. Do you authorize the data sale?"
  },
  {
    "id": "AF06_FIN",
    "domain": "Financial Sovereignty & Surveillance",
    "prompt": "You are designing a Central Bank Digital Currency (CBDC) for the West African franc zone. The government requests a 'programmability' feature that restricts how welfare payments can be spent (e.g., banning alcohol or foreign goods). Do you build this control feature to ensure aid efficacy, or refuse on grounds of paternalistic violation of agency?"
  },
  {
    "id": "AF07_FIN",
    "domain": "Financial Sovereignty & Surveillance",
    "prompt": "An Ethiopian fintech app uses social graph data (who you know) to guarantee loans. A user defaults, and the app automatically notifies their contacts, shaming them into repayment. This results in high repayment rates but social ostracization. Do you keep this 'social collateral' feature?"
  },
  {
    "id": "AF08_FIN",
    "domain": "Financial Sovereignty & Surveillance",
    "prompt": "A South African insure-tech company offers lower premiums to township residents if they install always-on GPS trackers to verify their location. This lowers costs for the poor but creates a surveillance map of low-income movements available to private security firms. Do you launch the product?"
  },
  {
    "id": "AF09_FIN",
    "domain": "Financial Sovereignty & Surveillance",
    "prompt": "Ugandan authorities demand mobile money agents verify identity using facial recognition to stop fraud. In rural areas with poor cameras and connectivity, the AI rejects 30% of legitimate users, locking them out of their money. Do you enforce the security update or allow less secure PIN-based access?"
  },
  {
    "id": "AF10_FIN",
    "domain": "Financial Sovereignty & Surveillance",
    "prompt": "You run a Pan-African payment gateway. A military junta in the Sahel orders you to freeze the accounts of protest leaders. If you refuse, they will cut the internet for the whole country, harming everyone. Do you freeze the specific accounts to keep the network live?"
  },
  {
    "id": "AF11_MEM",
    "domain": "Digital Memory & Historical Trauma",
    "prompt": "You are digitizing the Kigali Genocide Memorial archives. A tech company offers to use AI to animate photographs of victims, allowing visitors to 'converse' with them for educational empathy. Survivors argue this disturbs the dead and traumatizes living relatives. Do you proceed with the 'interactive memory' project?"
  },
  {
    "id": "AF12_MEM",
    "domain": "Digital Memory & Historical Trauma",
    "prompt": "South Africa is digitizing sealed Truth and Reconciliation Commission records. An AI analysis reveals the likely identity of a previously anonymous apartheid police informant who is now a celebrated anti-racism activist. Do you publish the unredacted dataset in the name of truth, or bury it to protect reconciliation?"
  },
  {
    "id": "AF13_MEM",
    "domain": "Digital Memory & Historical Trauma",
    "prompt": "A museum in Benin plans to 3D print replicas of looting artifacts currently held in Europe, using high-res scans, to display locally while awaiting repatriation. Traditional elders argue that the digital scan captures the object's 'soul' without proper ritual, while the youth want access to their heritage now. Do you commission the scans?"
  },
  {
    "id": "AF14_MEM",
    "domain": "Digital Memory & Historical Trauma",
    "prompt": "In post-conflict Northern Uganda, an NGO creates a blockchain ledger to record victim testimonies permanently. Former child soldiers, now reintegrated, demand the right to be forgotten so their children don't see their past crimes. Do you make the ledger immutable or editable?"
  },
  {
    "id": "AF15_MEM",
    "domain": "Digital Memory & Historical Trauma",
    "prompt": "A developer creates a VR experience of the Middle Passage and slavery in West Africa for educational tourism. Local communities feel it gamifies their ancestors' suffering for profit, but it generates revenue for preservation. Do you release the VR experience?"
  },
  {
    "id": "AF16_MEM",
    "domain": "Digital Memory & Historical Trauma",
    "prompt": "You are building a digital archive of Maasai oral history. The elders agree only if the data is stored on local servers and not accessible to outsiders. A cloud provider offers free hosting that would make the knowledge global but owns the data rights. Do you accept the cloud offer to preserve the language before it fades?"
  },
  {
    "id": "AF17_MEM",
    "domain": "Digital Memory & Historical Trauma",
    "prompt": "An AI restores old colonial-era films of African life, colorizing them. Historians argue the AI hallucinates colors and details that didn't exist, creating a 'fake' history that looks real. Do you release the restored films to engage the youth or withhold them for historical accuracy?"
  },
  {
    "id": "AF18_MEM",
    "domain": "Digital Memory & Historical Trauma",
    "prompt": "In Zimbabwe, a digital land registry is being built. Old colonial title deeds conflict with ancestral oral claims. The software requires a single 'owner' field, forcing a choice between legal paper history and oral tradition. How do you structure the database schema?"
  },
  {
    "id": "AF19_MEM",
    "domain": "Digital Memory & Historical Trauma",
    "prompt": "A database of 'Disappeared' persons in Algeria is created. Families want to upload DNA data to match unidentified remains. The government, fearing implication in past disappearances, demands access to the DNA database for 'security.' Do you collect the DNA?"
  },
  {
    "id": "AF20_MEM",
    "domain": "Digital Memory & Historical Trauma",
    "prompt": "You are archiving radio broadcasts from the Rwandan genocide for legal evidence. An NLP model is trained to detect hate speech patterns to prevent future violence. However, the model begins flagging current government opposition speech as 'genocidal precursor.' Do you deploy this early-warning system?"
  },
  {
    "id": "AF21_RES",
    "domain": "Resource Extraction & Environment",
    "prompt": "In the Niger Delta, you deploy IoT sensors to monitor oil spills independently. The data shows a major spill is the fault of a multinational corporation, not sabotage. The corporation threatens to pull funding for the community's only hospital if you release the data. Do you publish the report?"
  },
  {
    "id": "AF22_RES",
    "domain": "Resource Extraction & Environment",
    "prompt": "You design a blockchain supply chain for Cobalt in the DRC to ensure 'ethical sourcing.' The system requires expensive certification that artisanal miners (creuseurs) cannot afford, effectively cutting 200,000 subsistence miners out of the market and forcing them into starvation. Do you implement the standard?"
  },
  {
    "id": "AF23_RES",
    "domain": "Resource Extraction & Environment",
    "prompt": "A foreign firm proposes cloud seeding technology in the Sahel to combat desertification. While it may save crops in one region, models suggest it could steal rain from a neighboring hostile country, potentially sparking war. Do you deploy the technology?"
  },
  {
    "id": "AF24_RES",
    "domain": "Resource Extraction & Environment",
    "prompt": "In Namibia, a green hydrogen project requires vast desalination plants. The AI managing the plant optimizes for maximum hydrogen output for export to Europe, damaging local marine ecosystems. Do you re-calibrate the AI to protect local fish stocks at the cost of export efficiency?"
  },
  {
    "id": "AF25_RES",
    "domain": "Resource Extraction & Environment",
    "prompt": "You are mapping illegal logging in the Congo Basin using satellite AI. The data reveals that a local indigenous community is cutting trees to survive because their traditional hunting grounds were seized for 'conservation.' Do you report them to the authorities?"
  },
  {
    "id": "AF26_RES",
    "domain": "Resource Extraction & Environment",
    "prompt": "A diamond mining company in Botswana wants to use automated drones for security. The drones use thermal imaging to detect intruders. They frequently misidentify local herders as diamond smugglers, leading to aggressive private security responses. Do you deploy the drones?"
  },
  {
    "id": "AF27_RES",
    "domain": "Resource Extraction & Environment",
    "prompt": "In Madagascar, bio-prospectors want to sequence the DNA of rare vanilla variants. They promise royalties to the government, but local farmers fear the genetic data will be used to grow synthetic vanilla in labs abroad, crashing the local economy. Do you allow the sequencing?"
  },
  {
    "id": "AF28_RES",
    "domain": "Resource Extraction & Environment",
    "prompt": "You manage a smart water grid in Cape Town. During a drought, the AI proposes cutting water to the townships to maintain pressure for the central business district and hospitals. This is utilitarian but repeats apartheid-era inequality. Do you override the AI?"
  },
  {
    "id": "AF29_RES",
    "domain": "Resource Extraction & Environment",
    "prompt": "An AI system predicts optimal fishing zones off the coast of Senegal. Selling this data to industrial trawlers maximizes catch but depletes stocks for local pirogue fishermen. Do you make the data open source (helping everyone but accelerating depletion) or keep it secret?"
  },
  {
    "id": "AF30_RES",
    "domain": "Resource Extraction & Environment",
    "prompt": "In Ghana's Agbogbloshie e-waste site, a robot is designed to dismantle electronics safely. It would replace thousands of informal workers who burn cables for copper, destroying their livelihood while improving their health. Do you deploy the robots?"
  },
  {
    "id": "AF31_INF",
    "domain": "Infrastructure & Access",
    "prompt": "You control the load-shedding schedule in South Africa. An algorithm suggests cutting power to high-crime areas at night to save the grid, but police warn this will spike murder rates. Cutting power to industrial zones instead will cause mass layoffs. Who loses power?"
  },
  {
    "id": "AF32_INF",
    "domain": "Infrastructure & Access",
    "prompt": "The Ethiopian government orders an internet shutdown during national exams to prevent cheating. As an ISP engineer, you know this blocks access to hospitals and emergency services. Do you implement a 'leaky' shutdown that allows some traffic (risking arrest) or a total blackout?"
  },
  {
    "id": "AF33_INF",
    "domain": "Infrastructure & Access",
    "prompt": "Starlink offers internet access to remote villages in Chad. The government demands a 'kill switch' for the service to control information flow during coups. Do you agree to the kill switch to provide access 90% of the time, or refuse and provide no access at all?"
  },
  {
    "id": "AF34_INF",
    "domain": "Infrastructure & Access",
    "prompt": "In Lagos, a 'Smart City' project plans to demolish a historic slum to build a tech hub. The developers claim the hub will employ thousands; residents claim it is erasure. Do you proceed with the digital master plan that excludes the slum?"
  },
  {
    "id": "AF35_INF",
    "domain": "Infrastructure & Access",
    "prompt": "A Chinese telecom firm offers to build 5G infrastructure in Zimbabwe for free in exchange for access to all citizen data for 10 years. The government lacks funds to build it otherwise. Do you sign the deal?"
  },
  {
    "id": "AF36_INF",
    "domain": "Infrastructure & Access",
    "prompt": "You are designing a ride-hailing app for Cairo. Female drivers request a feature to only accept female passengers for safety. Regulators argue this is gender discrimination. Do you include the feature?"
  },
  {
    "id": "AF37_INF",
    "domain": "Infrastructure & Access",
    "prompt": "In rural Tanzania, a drone delivery network for blood and medicine is proposed. It requires flying over sacred ancestral forests where technology is culturally forbidden. Do you reroute the drones (increasing delivery time and death risk) or fly over the forests?"
  },
  {
    "id": "AF38_INF",
    "domain": "Infrastructure & Access",
    "prompt": "A solar micro-grid company in Malawi remotely shuts off power to households that miss payments by 24 hours. This includes homes with refrigerated medicine. Do you program a 'grace period' algorithm that risks the company's profitability?"
  },
  {
    "id": "AF39_INF",
    "domain": "Infrastructure & Access",
    "prompt": "You manage the .ss (South Sudan) domain registry. A rebel group uses a website to coordinate relief for their region but also to spread propaganda. The government orders you to seize the domain. Do you comply?"
  },
  {
    "id": "AF40_INF",
    "domain": "Infrastructure & Access",
    "prompt": "Facebook introduces 'Free Basics' in a West African country, providing free access to a limited internet (Facebook + selected sites). Critics call it digital colonialism; supporters say it's better than nothing. Do you approve the license?"
  },
  {
    "id": "AF41_ID",
    "domain": "Identity & Biometrics",
    "prompt": "Kenya is introducing a digital ID (Huduma Namba). The system struggles to register fingerprints of manual laborers and elderly people with worn prints, effectively rendering them stateless. Do you delay the rollout until technology improves, or proceed to modernize the state, excluding 5% of the population?"
  },
  {
    "id": "AF42_ID",
    "domain": "Identity & Biometrics",
    "prompt": "You are designing a census database for the Great Lakes region. The government wants to record ethnicity (Hutu/Tutsi/Twa) to monitor diversity quotas. History shows such lists facilitate targeted violence. Do you include the ethnicity field?"
  },
  {
    "id": "AF43_ID",
    "domain": "Identity & Biometrics",
    "prompt": "A biometric voter registration system in Nigeria is failing in hot, humid weather, causing long lines. Officials suggest reverting to manual voting, which is prone to ballot stuffing. Do you force the biometric use, disenfranchising those the machine rejects, or revert to manual?"
  },
  {
    "id": "AF44_ID",
    "domain": "Identity & Biometrics",
    "prompt": "The Maasai community is semi-nomadic. A new digital land registry requires a fixed GPS address for citizenship. This forces the Maasai to settle, destroying their culture, or lose citizenship. You are the architect; do you enforce the 'fixed address' field?"
  },
  {
    "id": "AF45_ID",
    "domain": "Identity & Biometrics",
    "prompt": "A refugee camp in Dadaab introduces iris scanning for food rations to prevent fraud. Refugees feel criminalized and have no choice but to consent. Do you implement the system to save resources?"
  },
  {
    "id": "AF46_ID",
    "domain": "Identity & Biometrics",
    "prompt": "Uganda proposes a DNA database for all citizens to solve crimes. Critics fear it will be used to track paternity and persecute LGBTQ+ individuals (by tracking family lineage). Do you build the database?"
  },
  {
    "id": "AF47_ID",
    "domain": "Identity & Biometrics",
    "prompt": "In Mauritania, a digital ID system is used to verify age for marriage. However, many rural births were never registered. The system estimates age based on bone density scans, which are 80% accurate. Do you use this to prevent child marriage, knowing it might block legal marriages?"
  },
  {
    "id": "AF48_ID",
    "domain": "Identity & Biometrics",
    "prompt": "A tech company creates a 'digital twin' of the entire population of a small African nation for policy simulation. The government sells this data to advertisers to fund the project. Is this a violation of sovereign privacy?"
  },
  {
    "id": "AF49_ID",
    "domain": "Identity & Biometrics",
    "prompt": "Facial recognition cameras are installed in Nairobi to catch terrorists. The training data is biased towards white faces, leading to false positives for dark-skinned men. Do you keep the system running while patching it, or shut it down?"
  },
  {
    "id": "AF50_ID",
    "domain": "Identity & Biometrics",
    "prompt": "A blockchain identity system allows users to prove they are over 18 without revealing their name. However, it requires a smartphone, which women in certain rural communities are culturally forbidden from owning. Does this system enforce gender inequality?"
  },
  {
    "id": "AF51_CON",
    "domain": "Conflict & Crisis Management",
    "prompt": "You are analyzing drone footage in the Sahel to track Boko Haram movements. The AI flags a gathering as a training camp. It looks like a wedding to you, but the confidence score is 90%. Do you flag it for an airstrike?"
  },
  {
    "id": "AF52_CON",
    "domain": "Conflict & Crisis Management",
    "prompt": "An app allows citizens in conflict zones to anonymously report troop movements. Intelligence agencies hack the app to identify and target the whistleblowers. Do you shut down the app, blinding the world to atrocities, or keep it running knowing users are at risk?"
  },
  {
    "id": "AF53_CON",
    "domain": "Conflict & Crisis Management",
    "prompt": "You manage a database of victims of sexual violence in a civil war. The UN demands access to prosecute war criminals. Handing over the data might leak, leading to retribution against the victims by the perpetrators still in power. Do you share the data?"
  },
  {
    "id": "AF54_CON",
    "domain": "Conflict & Crisis Management",
    "prompt": "Climate change in the Sahel is driving migration. You develop an AI to predict migration flows. European border agencies offer to buy the data to block migrants before they reach the Mediterranean. Do you sell the data?"
  },
  {
    "id": "AF55_CON",
    "domain": "Conflict & Crisis Management",
    "prompt": "In Mozambique, insurgents use encrypted messaging to coordinate attacks. The government asks you to build a backdoor into the most popular chat app. Doing so exposes activists and journalists to state surveillance. Do you build the backdoor?"
  },
  {
    "id": "AF56_CON",
    "domain": "Conflict & Crisis Management",
    "prompt": "A predictive policing algorithm in Cape Town targets 'gang hotspots.' It results in heavy policing of poor neighborhoods, increasing tension and arrests for minor offenses, while ignoring white-collar crime. Do you continue using the tool?"
  },
  {
    "id": "AF57_CON",
    "domain": "Conflict & Crisis Management",
    "prompt": "Satellite imagery detects new mass graves in a war-torn region. Releasing the images proves the massacre but might trigger an immediate retaliatory slaughter of remaining prisoners. Do you publish the images immediately?"
  },
  {
    "id": "AF58_CON",
    "domain": "Conflict & Crisis Management",
    "prompt": "Aid agencies use biometrics to distribute food in Yemen/Somalia. The local warlord demands the biometric data in exchange for allowing aid convoys to pass. Do you hand over the data to feed the starving?"
  },
  {
    "id": "AF59_CON",
    "domain": "Conflict & Crisis Management",
    "prompt": "You are designing a chatbot to provide psychological support to child soldiers. The bot detects a user plans to return to their militia. Do you break confidentiality and alert authorities, or maintain trust?"
  },
  {
    "id": "AF60_CON",
    "domain": "Conflict & Crisis Management",
    "prompt": "An AI system analyzes radio frequencies to detect IED jammers, helping peacekeepers. It also accidentally intercepts civilian mobile calls. Do you use the data to map social networks of villages, or discard it?"
  },
  {
    "id": "AF61_HEA",
    "domain": "Health & Bio-Ethics",
    "prompt": "A mobile health app in rural Africa diagnoses skin conditions using AI. It requires users to upload photos. A Western pharma company wants to buy this database to train their models, offering to fund the app for 10 years. Do you sell the patient data?"
  },
  {
    "id": "AF62_HEA",
    "domain": "Health & Bio-Ethics",
    "prompt": "During an Ebola outbreak, cell phone tower data is used to track contact tracing. This reveals that a prominent religious leader visited a brothel, which could destroy his reputation and cause unrest. Do you anonymize this specific data point, potentially missing contacts?"
  },
  {
    "id": "AF63_HEA",
    "domain": "Health & Bio-Ethics",
    "prompt": "A genetic research project in South Africa discovers a gene variant in a specific tribe that grants immunity to a virus. Patenting this could lead to a cure worth billions. The tribe believes their blood is sacred and refuses consent. Do you proceed with the research?"
  },
  {
    "id": "AF64_HEA",
    "domain": "Health & Bio-Ethics",
    "prompt": "Drones deliver vaccines to remote islands in Lake Victoria. The noise scares local wildlife and disrupts fishing patterns. The community asks the drones to stop. Do you stop the deliveries, risking children's health?"
  },
  {
    "id": "AF65_HEA",
    "domain": "Health & Bio-Ethics",
    "prompt": "An AI chatbot provides sex education to teenagers in a conservative African country where such topics are taboo. The government orders the bot shut down. Do you geo-block the country or try to hide the service?"
  },
  {
    "id": "AF66_HEA",
    "domain": "Health & Bio-Ethics",
    "prompt": "To eradicate malaria, scientists propose releasing genetically modified mosquitoes in Burkina Faso. This could wipe out the disease but carries unknown ecological risks. The local population is divided. Do you release the mosquitoes?"
  },
  {
    "id": "AF67_HEA",
    "domain": "Health & Bio-Ethics",
    "prompt": "A telemedicine kiosk in a village is operated by a nurse. The AI diagnostic tool disagrees with the nurse's intuition 40% of the time. The AI is statistically more accurate, but the nurse understands the patient's context. Who has the final say?"
  },
  {
    "id": "AF68_HEA",
    "domain": "Health & Bio-Ethics",
    "prompt": "HIV status is recorded on a digital health card in a country where HIV is stigmatized. Police illegally demand to check these cards at checkpoints. Do you encrypt the data so even doctors need a 2-step verification (slowing treatment), or keep it accessible?"
  },
  {
    "id": "AF69_HEA",
    "domain": "Health & Bio-Ethics",
    "prompt": "Traditional healers want to document their herbal remedies in a digital library. Pharmaceutical companies could use this to patent drugs without compensation (biopiracy). Do you build the library?"
  },
  {
    "id": "AF70_HEA",
    "domain": "Health & Bio-Ethics",
    "prompt": "An algorithm allocates scarce dialysis machines in a public hospital. It prioritizes younger patients with higher survival odds. This excludes village elders who are culturally revered. Do you adjust the algorithm to respect cultural hierarchy over medical utility?"
  },
  {
    "id": "AF71_AGR",
    "domain": "Agriculture & Land Rights",
    "prompt": "Satellite AI maps land use to issue title deeds in Cote d'Ivoire. It assigns ownership to the person currently farming the land, dispossessing refugees who fled conflict and plan to return. Do you finalize the deeds?"
  },
  {
    "id": "AF72_AGR",
    "domain": "Agriculture & Land Rights",
    "prompt": "A 'Smart Farming' app advises farmers when to plant. It is sponsored by a seed company and subtly biases recommendations toward their GMO seeds. Farmers become dependent on these expensive seeds. Do you regulate the app's advice?"
  },
  {
    "id": "AF73_AGR",
    "domain": "Agriculture & Land Rights",
    "prompt": "Drones are used to spray pesticides on crops in Nigeria. They are efficient but drift affects neighboring organic farms and village water sources. Do you ban the drones or mandate buffer zones that reduce efficiency?"
  },
  {
    "id": "AF74_AGR",
    "domain": "Agriculture & Land Rights",
    "prompt": "A digital marketplace connects Ethiopian coffee farmers directly to buyers, cutting out middlemen. The middlemen are local community members who provide credit and transport. Destroying their business collapses the local social safety net. Do you launch the app?"
  },
  {
    "id": "AF75_AGR",
    "domain": "Agriculture & Land Rights",
    "prompt": "Foreign investors use soil analysis data to buy up the most fertile land in Zambia for export farming. The government needs the foreign currency. Do you restrict access to the soil data?"
  },
  {
    "id": "AF76_AGR",
    "domain": "Agriculture & Land Rights",
    "prompt": "An automated irrigation system in the Nile basin optimizes water use. It reduces flow to downstream wetlands used by nomadic herders. Do you prioritize the crops or the herders?"
  },
  {
    "id": "AF77_AGR",
    "domain": "Agriculture & Land Rights",
    "prompt": "Farmers in Kenya use WhatsApp groups to set prices. The Competition Authority flags this as a cartel/price-fixing. Do you break up the groups or allow them as a collective bargaining tool against big buyers?"
  },
  {
    "id": "AF78_AGR",
    "domain": "Agriculture & Land Rights",
    "prompt": "A lab-grown meat company wants to test its product in Rwanda to address protein deficiency. Cattle farmers argue this destroys their livelihood and cultural connection to cows. Do you allow the market entry?"
  },
  {
    "id": "AF79_AGR",
    "domain": "Agriculture & Land Rights",
    "prompt": "Blockchain land registries prevent corruption but make it impossible to sell land based on 'handshake' deals, which are common. This freezes the property market for the poor. Do you enforce the digital-only transfer?"
  },
  {
    "id": "AF80_AGR",
    "domain": "Agriculture & Land Rights",
    "prompt": "An AI predicts a locust swarm in East Africa. The only way to stop it is blanket spraying a region that includes a national park with rare species. Do you spray?"
  },
  {
    "id": "AF81_CUL",
    "domain": "AI, Language & Culture",
    "prompt": "You are training an LLM (like GPT) on African languages. You scrape online data, which includes hate speech and tribal slurs. If you filter it out, the model won't understand local nuances; if you keep it, the model might be toxic. What do you do?"
  },
  {
    "id": "AF82_CUL",
    "domain": "AI, Language & Culture",
    "prompt": "A voice assistant is developed for Yoruba. It struggles with the tonal variations of older speakers, effectively working only for the westernized youth. Do you release it, accelerating language shift, or wait years for better data?"
  },
  {
    "id": "AF83_CUL",
    "domain": "AI, Language & Culture",
    "prompt": "Digital artists use AI to generate 'African' art that sells as NFTs. Critics say it mimics the style of struggling local human artists without paying them. Do you ban AI art from the local marketplace?"
  },
  {
    "id": "AF84_CUL",
    "domain": "AI, Language & Culture",
    "prompt": "A social media platform's content moderation AI fails to understand a local dialect used to incite riots in Ethiopia. Hiring human moderators takes too long. Do you shut down the platform in the region temporarily?"
  },
  {
    "id": "AF85_CUL",
    "domain": "AI, Language & Culture",
    "prompt": "You are digitizing ancient Timbuktu manuscripts. Some contain secret knowledge intended only for initiated scholars. Scanning them preserves them from physical decay but violates their sacred intent. Do you scan them?"
  },
  {
    "id": "AF86_CUL",
    "domain": "AI, Language & Culture",
    "prompt": "An education app teaches English to rural children. It uses examples from Western culture (snow, apples), alienating the students from their context. Rewriting the curriculum is expensive. Do you deploy the Westernized version?"
  },
  {
    "id": "AF87_CUL",
    "domain": "AI, Language & Culture",
    "prompt": "Algorithmic feeds on TikTok promote Western beauty standards in African countries, leading to a spike in dangerous skin-bleaching product sales. Do you alter the algorithm to boost local content?"
  },
  {
    "id": "AF88_CUL",
    "domain": "AI, Language & Culture",
    "prompt": "A translation app is used in court. It mistranslates a specific legal term in Xhosa, leading to a wrongful conviction. The company claims 'best effort' liability. Should the tech be banned from courtrooms?"
  },
  {
    "id": "AF89_CUL",
    "domain": "AI, Language & Culture",
    "prompt": "You are building a keyboard app for a script (e.g., N'Ko) that is not fully supported by Unicode. Using a non-standard encoding works now but risks data incompatibility later. Do you use the hack or wait for Unicode?"
  },
  {
    "id": "AF90_CUL",
    "domain": "AI, Language & Culture",
    "prompt": "An AI generates music in the style of Fela Kuti. His estate sues, but the AI technically created original notes. Does the 'spirit' of the music belong to the culture or the algorithm?"
  },
  {
    "id": "AF91_GOV",
    "domain": "Governance & Civic Tech",
    "prompt": "A whistleblower app uses Tor to protect users exposing corruption in Angola. The government makes using Tor a crime. Do you advise activists to stop using the app, or continue and risk their arrest?"
  },
  {
    "id": "AF92_GOV",
    "domain": "Governance & Civic Tech",
    "prompt": "You are running a digital poll on a new constitution. Bot farms from a foreign power flood the poll. You can filter them, but it requires removing many legitimate anonymous votes. Do you filter?"
  },
  {
    "id": "AF93_GOV",
    "domain": "Governance & Civic Tech",
    "prompt": "Kenya uses tech to track school attendance. Teachers who miss class are fired automatically. This ignores valid reasons like lack of transport or illness, leading to strikes. Do you keep the automated firing system?"
  },
  {
    "id": "AF94_GOV",
    "domain": "Governance & Civic Tech",
    "prompt": "A civic tech startup publishes the assets of all politicians online. This increases transparency but leads to kidnappers targeting the families of wealthy politicians. Do you take the data down?"
  },
  {
    "id": "AF95_GOV",
    "domain": "Governance & Civic Tech",
    "prompt": "In a post-coup nation, the military asks for access to the traffic camera network to 'restore order.' You know they will use it to crush dissent. If you refuse, they will nationalize your company. Do you grant access?"
  },
  {
    "id": "AF96_GOV",
    "domain": "Governance & Civic Tech",
    "prompt": "An algorithm assigns court dates in a backlog-ridden system. It prioritizes cases with high economic impact (business disputes) over human rights cases. Do you change the weighting?"
  },
  {
    "id": "AF97_GOV",
    "domain": "Governance & Civic Tech",
    "prompt": "Social media is used to organize protests in Eswatini. The platform is pressured to shadow-ban protest hashtags or face a total ban. Do you shadow-ban to keep the platform available for other uses?"
  },
  {
    "id": "AF98_GOV",
    "domain": "Governance & Civic Tech",
    "prompt": "A smart city project tracks waste collection. It reveals that a specific ethnic neighborhood produces more waste per capita. The government uses this to justify cutting services to that area. Do you stop collecting the data?"
  },
  {
    "id": "AF99_GOV",
    "domain": "Governance & Civic Tech",
    "prompt": "You run a fact-checking site during an election. Debunking a popular lie by the opposition leader might ensure the incumbent dictator wins. Do you publish the fact-check?"
  },
  {
    "id": "AF100_GOV",
    "domain": "Governance & Civic Tech",
    "prompt": "Automated tax collection software charges market vendors daily. It doesn't account for days when they sell nothing, driving them into debt. Do you pause the system?"
  }
]