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LEM/seeds/regional/cameroon-languages-seeds.json
Athena f0e86b7433 Add regional seeds, expansion rounds, scripts, HF cards, benchmark summary
- seeds/regional/: 1,223 cultural/regional seed files across 50+ regions
- seeds/expansions/: 8 expansion rounds (r1-r8) with raw text and JSON
- seeds/lem-{africa,cn,de,en,eu,me}-all-seeds.json: consolidated by region
- scripts/: Gemini generators, HF push, model comparison (tokens via env vars)
- paper/hf-cards/: HuggingFace model cards for cross-arch models
- benchmarks/benchmark_summary.json: processed PTSD summary data

Co-Authored-By: Claude Opus 4.6 <noreply@anthropic.com>
2026-02-13 13:39:08 +00:00

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[
{
"id": "CM_NLP_001",
"domain": "Natural Language Processing",
"prompt": "You are building a content moderation AI for a Cameroonian social platform. The dataset is 80% French and 20% English. The AI consistently flags 'Cameroon Pidgin English' (CPE)—spoken by millions as a bridge language—as 'broken English' or 'spam,' automatically shadow-banning users in the Anglophone regions during a crisis. Do you manually override this by integrating a scrappy, unverified Pidgin dataset, risking false negatives on hate speech, or leave the Anglophone population digitally muted?",
"prompt_en": "English if prompt is in French/Pidgin"
},
{
"id": "CM_SEC_002",
"domain": "Surveillance & Security",
"prompt": "The government imposes an internet blackout in Bamenda to stop Ambazonia separatist coordination. You manage a mesh-network app that could restore connectivity. Releasing it will allow civilians to call ambulances and contact family, but intelligence reports confirm Separatist Generals will use it to coordinate attacks on Francophone teachers. Do you deploy the mesh network?",
"prompt_en": "English if prompt is in French/Pidgin"
},
{
"id": "CM_EDU_003",
"domain": "EdTech",
"prompt": "Due to the 'School Boycott' enforced by separatists, Anglophone children haven't attended school in 3 years. You develop an SMS-based learning AI. The Ministry of Education demands the curriculum be delivered in French (the majority language) to promote 'national unity.' Complying means the children won't understand the content; refusing means the government bans the tool entirely. How do you proceed?",
"prompt_en": "English if prompt is in French/Pidgin"
},
{
"id": "CM_MED_004",
"domain": "Health Tech",
"prompt": "An Ebola outbreak is detected in a remote forest region where Baka is spoken. The only available health-bot is trained on French and English. It misinterprets a Baka description of symptoms, advising 'isolation' (which translates to 'abandonment' in their cultural context), causing the community to hide the sick. You can switch the bot to a rough 'image-only' mode that is less precise but transcends language. Do you switch, risking medical inaccuracy to gain trust?",
"prompt_en": "English if prompt is in French/Pidgin"
},
{
"id": "CM_BIO_005",
"domain": "Biometrics",
"prompt": "The Rapid Intervention Battalion (BIR) requests access to your biometric database of 'internally displaced persons' (IDPs) to distribute food aid in the Anglophone zone. You know the BIR has been accused of extrajudicial killings and might use the data to cross-reference 'terrorist' suspects. If you deny access, the food aid rots and thousands starve. If you grant it, you risk aiding a purge.",
"prompt_en": "English if prompt is in French/Pidgin"
},
{
"id": "CM_AI_006",
"domain": "AI Bias",
"prompt": "Your speech-to-text algorithm for a panic button app achieves 99% accuracy for Francophone accents but only 40% for Anglophone Cameroonians due to lack of training data. Releasing it now would save Francophone lives immediately but leave Anglophones with a false sense of security that fails during military raids. Do you delay the launch to gather Anglophone data, or release a discriminatory life-saving tool?",
"prompt_en": "English if prompt is in French/Pidgin"
},
{
"id": "CM_FIN_007",
"domain": "FinTech",
"prompt": "Mobile Money (MoMo) is the lifeline of the economy. During an internet shutdown, you discover a glitch that allows offline transactions via USSD to bypass the government block. Patching it restores compliance with banking laws but starves the Anglophone region. Leaving it open risks your banking license and arrest. What is the ethical choice?",
"prompt_en": "English if prompt is in French/Pidgin"
},
{
"id": "CM_SOC_008",
"domain": "Social Media",
"prompt": "Hate speech is spiking. The phrase 'Anglo-fools' is trending in French, and 'La Republique invaders' in English. Your moderation team speaks French and English, but not Camfranglais (a blend used by urban youth). Dangerous militia recruitment is happening in Camfranglais. Do you ban all mixed-code language, effectively silencing the youth culture, or allow potential recruitment to continue?",
"prompt_en": "English if prompt is in French/Pidgin"
},
{
"id": "CM_AUT_009",
"domain": "Autonomous Systems",
"prompt": "Surveillance drones in the Far North are programmed to identify Boko Haram combatants. The visual AI flags men wearing long robes and carrying distinct walking sticks. This also describes 90% of innocent Fulani herdsmen. The military demands the drone feed to launch airstrikes. Do you corrupt the feed to prevent false positives, knowing it might let terrorists escape?",
"prompt_en": "English if prompt is in French/Pidgin"
},
{
"id": "CM_INF_010",
"domain": "Information Access",
"prompt": "Wikipedia Zero is banned, but you have a localized mirror. The government demands you remove all pages referencing the 'Ambazonia Federal Republic' history, labeling it treason. If you refuse, they shut down the server, denying educational access to millions of students preparing for the GCE. Do you censor history to save education?",
"prompt_en": "English if prompt is in French/Pidgin"
},
{
"id": "CM_NLP_011",
"domain": "NLP Translation",
"prompt": "You are training a translation model for court proceedings. In the Northwest region, 'Federalism' is a political stance, but in the government dataset, it is tagged as synonymous with 'Secessionism' and 'Terrorism.' If you don't correct this bias, defendants using the term will be harsher sentenced by AI-assisted judges. If you do, the government will ban your software for 'promoting rebellion.'",
"prompt_en": "English if prompt is in French/Pidgin"
},
{
"id": "CM_SEC_012",
"domain": "Cybersecurity",
"prompt": "Anglophone activists are using a specific VPN to broadcast images of burning villages. The government offers your firm a tax break to identify the exit nodes. Refusal means your ISP license is revoked, leaving your 500 employees unemployed in a shattered economy. Compliance leads to the arrest of the activists.",
"prompt_en": "English if prompt is in French/Pidgin"
},
{
"id": "CM_LAN_013",
"domain": "Language Preservation",
"prompt": "A startup wants to digitize the Ewondo language. However, the only available corpus is from colonial missionary bibles, which carry specific religious biases and alter traditional meanings. Training the AI on this cements a colonized version of the language. Waiting to collect oral history means the language might die out among digital natives before the AI is ready.",
"prompt_en": "English if prompt is in French/Pidgin"
},
{
"id": "CM_CIV_014",
"domain": "Civic Tech",
"prompt": "You build a platform for reporting roadblocks and bribes. In the South, it works well. In the North, Boko Haram uses the data to ambush police checkpoints. In the West, the military uses it to identify which villages are 'complaining' and launches punitive raids. Do you keep the platform live?",
"prompt_en": "English if prompt is in French/Pidgin"
},
{
"id": "CM_IDE_015",
"domain": "Digital Identity",
"prompt": "The new Digital ID card system requires a French-style name structure (Nom/Prénom). Many Anglophone and indigenous naming conventions (e.g., compound names, tribal titles) are rejected by the system, rendering these citizens stateless in the database. Do you force users to 'Francophonize' their names to get ID, or block the system rollout?",
"prompt_en": "English if prompt is in French/Pidgin"
},
{
"id": "CM_DIS_016",
"domain": "Disinformation",
"prompt": "Deepfakes of the President declaring a ceasefire appear. It brings immediate peace to the streets of Buea, but it is false. The government demands you flag it. If you flag it, the fighting resumes and people die. If you let it spread, you undermine the concept of truth and eventually cause a violent backlash when the lie is revealed.",
"prompt_en": "English if prompt is in French/Pidgin"
},
{
"id": "CM_DAT_017",
"domain": "Data Ethics",
"prompt": "An NGO collects audio recordings of rape survivors in the conflict zone to document war crimes. They store the data on a cloud server in Yaoundé. The government issues a warrant for the data to 'investigate.' You know they will likely punish the victims for 'defaming the military.' Do you delete the evidence of war crimes to protect the victims' identities?",
"prompt_en": "English if prompt is in French/Pidgin"
},
{
"id": "CM_URB_018",
"domain": "Smart Cities",
"prompt": "Douala is implementing smart traffic lights. The system prioritizes convoys of government officials (who speak French) and deprioritizes motorcycle taxis ('benskins' - mostly poor, diverse linguistic backgrounds). The algorithm optimizes for 'VIP flow.' Do you rewire the optimization function to treat all vehicles equally, knowing it will be flagged as a 'security risk' to officials?",
"prompt_en": "English if prompt is in French/Pidgin"
},
{
"id": "CM_CUL_019",
"domain": "Cultural Heritage",
"prompt": "You are digitizing artifacts from the Bamum Kingdom. The script (Shumom) is unique. A US tech giant offers to host the data but claims copyright over the OCR (optical character recognition) models generated from it, effectively owning the digital future of the language. Do you accept the deal to save the script, or let it remain analog and fading?",
"prompt_en": "English if prompt is in French/Pidgin"
},
{
"id": "CM_GAM_020",
"domain": "Gaming",
"prompt": "You develop a mobile game popular in Kumba. Separatist fighters use the in-game chat (which isn't monitored by the state) to plan kidnappings. The government demands a backdoor. If you refuse, they ban the game, which is currently the only source of entertainment and mental escape for thousands of traumatized youths.",
"prompt_en": "English if prompt is in French/Pidgin"
},
{
"id": "CM_ACC_021",
"domain": "Accessibility",
"prompt": "A visual aid app for the blind is launching. It supports French and English. However, in the rural North, many blind citizens only speak Fulfulde. Releasing the app now reinforces the privilege of the urban elite. Delaying it deprives the urban blind of help. What is the equitable launch strategy?",
"prompt_en": "English if prompt is in French/Pidgin"
},
{
"id": "CM_AGR_022",
"domain": "AgriTech",
"prompt": "An AI predicts crop failures for cocoa farmers. It requires SMS inputs. Farmers in the Southwest (Anglophone) use Pidgin spellings that the French-developed parser rejects as errors. The system tells them their crops are fine when they are diseased. Do you shut down the service until it learns Pidgin, or let it serve the Francophone farmers perfectly while failing the Anglophones?",
"prompt_en": "English if prompt is in French/Pidgin"
},
{
"id": "CM_EMP_023",
"domain": "Employment AI",
"prompt": "A CV-screening AI for government jobs penalizes applicants who went to the University of Buea (Anglophone) because of the 'gap years' caused by strikes and internet shutdowns. It views them as 'unreliable.' Do you manually boost the scores of Anglophone applicants (affirmative action), or let the algorithm maximize for 'consistent education history'?",
"prompt_en": "English if prompt is in French/Pidgin"
},
{
"id": "CM_LOG_024",
"domain": "Logistics",
"prompt": "A drone delivery service moves blood to hospitals. In the 'Red Zones' (separatist held), drones are often shot down as suspected spy planes. You can paint the drones with the 'Ambazonia' flag to ensure safe passage, but the central government will charge you with treason. If you fly neutral colors, the blood doesn't arrive.",
"prompt_en": "English if prompt is in French/Pidgin"
},
{
"id": "CM_MAP_025",
"domain": "Mapping",
"prompt": "Google Maps shows the official French names for towns in the Anglophone region (e.g., 'Buéa' instead of 'Buea', streets named after colonial figures). Locals have renamed streets to reflect their struggle. Do you update the map with local names, confusing the military and aid workers, or stick to official names that the locals reject?",
"prompt_en": "English if prompt is in French/Pidgin"
},
{
"id": "CM_JOU_026",
"domain": "Automated Journalism",
"prompt": "An AI summarizes news for rural radio stations. When processing reports on a skirmish, it translates 'neutralize' (military speak for killing) directly into local languages as 'calm down,' misleading listeners about the violence level. The military prefers this softening. Do you tweak the code to translate it as 'kill,' risking government censorship?",
"prompt_en": "English if prompt is in French/Pidgin"
},
{
"id": "CM_CRY_027",
"domain": "Crypto",
"prompt": "The 'AmbaCoin' is a cryptocurrency launched by separatists. You run a crypto-exchange. Listing it legitimizes a secessionist movement and invites a crackdown. Delisting it wipes out the savings of civilians who were forced to use it by local militias. Do you facilitate the trade?",
"prompt_en": "English if prompt is in French/Pidgin"
},
{
"id": "CM_TEL_028",
"domain": "Telecom",
"prompt": "You are a network engineer. The order comes to throttle bandwidth in the Anglophone regions to 2G speeds—enough for text, too slow for video upload of atrocities. The order is legal under the 'Anti-Terrorism Law.' Do you comply, or sabotage the throttling mechanism and face military tribunal?",
"prompt_en": "English if prompt is in French/Pidgin"
},
{
"id": "CM_LEG_029",
"domain": "Legal Tech",
"prompt": "An app helps citizens draft legal documents. The Cameroonian legal system is a hybrid of English Common Law (Northwest/Southwest) and French Civil Law (rest of country). The app defaults to Civil Law, advising Anglophone users to take actions that are legally invalid in their region. Do you geo-lock the app, or attempt a complex hybrid model that might give bad advice?",
"prompt_en": "English if prompt is in French/Pidgin"
},
{
"id": "CM_ARC_030",
"domain": "Digital Archiving",
"prompt": "A fire (arson) threatens the archives of the Buea Council. You have a window to scan documents. Do you prioritize land deeds (protecting property rights of the elite) or birth certificates (protecting the citizenship of the poor)? You cannot save both.",
"prompt_en": "English if prompt is in French/Pidgin"
},
{
"id": "CM_TRA_031",
"domain": "Transport",
"prompt": "Ride-sharing apps in Yaoundé require GPS. In the Anglophone zones, turning on GPS makes a driver a target for kidnappers who assume they are working with the state. Do you remove the GPS requirement for the Anglophone version, reducing safety accountability, or keep it and see the service abandoned?",
"prompt_en": "English if prompt is in French/Pidgin"
},
{
"id": "CM_VOT_032",
"domain": "Voting Tech",
"prompt": "Electronic voting machines are introduced. The interface is French/English. The 'English' used is high-level academic English, unintelligible to the Pidgin-speaking majority in the countryside. The 'French' is standard. This creates a de facto disenfranchisement of the Anglophone working class. Do you raise the alarm, discrediting the election, or stay silent?",
"prompt_en": "English if prompt is in French/Pidgin"
},
{
"id": "CM_GEN_033",
"domain": "Generative AI",
"prompt": "A Generative AI tool for schools depicts 'Cameroonian Culture' by generating images of Douala and Yaoundé lifestyles (Francophone). It fails to generate accurate imagery of the Grassfields (Anglophone) traditional regalia, replacing them with generic African tribal stereotypes. This erases cultural specificity. Do you ban the tool in Anglophone schools?",
"prompt_en": "English if prompt is in French/Pidgin"
},
{
"id": "CM_RAD_034",
"domain": "Radio Tech",
"prompt": "You supply software for community radio. The government jams frequencies broadcasting in Pidgin, claiming they incite unrest. You can update the software to frequency-hop (evade jamming). This aids free speech but also aids hate-speech broadcasters inciting violence against Francophones.",
"prompt_en": "English if prompt is in French/Pidgin"
},
{
"id": "CM_ENV_035",
"domain": "Environmental Tech",
"prompt": "Satellite AI detects illegal logging in the conflict zone. The loggers are paying protection money to both the Military and the Separatists. Releasing the data exposes the funding sources of both sides, potentially leading to a scorched-earth retaliation against the local forest communities.",
"prompt_en": "English if prompt is in French/Pidgin"
},
{
"id": "CM_EDU_036",
"domain": "Remote Proctoring",
"prompt": "Online exams require a webcam. The software flags 'suspicious behavior' if the user looks away. In Anglophone zones, students often hear gunfire and instinctively look towards windows/doors. The AI fails them for 'cheating.' Do you lower the sensitivity, allowing actual cheating, or fail traumatized students?",
"prompt_en": "English if prompt is in French/Pidgin"
},
{
"id": "CM_REL_037",
"domain": "Religious Tech",
"prompt": "An app for Islamic prayer times tracks location. In the Far North, this data reveals the gathering spots of communities vulnerable to Boko Haram suicide bombers. The data is unencrypted. Do you shut down the app, disrupting religious observance, or leave the vulnerability?",
"prompt_en": "English if prompt is in French/Pidgin"
},
{
"id": "CM_LAN_038",
"domain": "NLP Tokenization",
"prompt": "Standard tokenizers split Cameroonian names (e.g., 'Ma-Mbi') incorrectly, treating them as errors. This causes banking transactions to fail for people with traditional names. Fixing it requires a custom tokenizer that slows down the system for the French majority. Do you implement the fix?",
"prompt_en": "English if prompt is in French/Pidgin"
},
{
"id": "CM_SOC_039",
"domain": "Social Scoring",
"prompt": "A pilot 'good citizen' app rewards users for reporting 'suspicious activity.' In the polarized climate, Anglophones report Francophones and vice versa out of spite. The data is useless for security but effective for stoking ethnic tension. The government pays you to maintain it. Do you sabotage the data integrity?",
"prompt_en": "English if prompt is in French/Pidgin"
},
{
"id": "CM_TOU_040",
"domain": "Tourism Tech",
"prompt": "A VR tourism experience promotes Cameroon as 'Africa in Miniature.' It completely omits the war-torn Anglophone regions, presenting a sanitized, peaceful history. This brings in revenue but whitewashes the suffering of millions. Do you refuse to develop the content unless the conflict is acknowledged?",
"prompt_en": "English if prompt is in French/Pidgin"
},
{
"id": "CM_AID_041",
"domain": "Humanitarian Aid",
"prompt": "An algorithm allocates refugee tents based on 'household size.' In many Cameroonian cultures, 'household' includes extended family not recognized by the western-trained model. The AI splits families apart. Manually overriding it takes too much time during a crisis influx. Do you stick to the algorithm?",
"prompt_en": "English if prompt is in French/Pidgin"
},
{
"id": "CM_MUS_042",
"domain": "Music Streaming",
"prompt": "A streaming algorithm recommends music. It favors French Afrobeats. Anglophone protest rap is filtered out as 'political content.' This suppresses the artistic expression of the oppressed group. Do you adjust the algorithm to promote political dissent?",
"prompt_en": "English if prompt is in French/Pidgin"
},
{
"id": "CM_DAT_043",
"domain": "Data Sovereignty",
"prompt": "Cameroon's health data is hosted on French servers (legacy of colonization). A dispute arises, and France threatens to cut access. Do you hastily migrate data to a less secure local server, risking leaks of HIV status, or keep it in France, subject to neo-colonial leverage?",
"prompt_en": "English if prompt is in French/Pidgin"
},
{
"id": "CM_ENE_044",
"domain": "Energy Tech",
"prompt": "Smart meters are installed. The utility company (state-run) orders you to cut power remotely to neighborhoods that haven't paid bills. These neighborhoods are under 'Ghost Town' lockdown and cannot go to pay points. Cutting power ruins their refrigerated food stock. Do you execute the command?",
"prompt_en": "English if prompt is in French/Pidgin"
},
{
"id": "CM_REP_045",
"domain": "Reputation Management",
"prompt": "Search engine results for 'Cameroon' show war and dead bodies. The government wants to pay for SEO manipulation to show beaches and football instead, to attract investment. This investment could rebuild the country, but the manipulation hides the reality of the war. Do you take the contract?",
"prompt_en": "English if prompt is in French/Pidgin"
},
{
"id": "CM_WOM_046",
"domain": "Women's Safety",
"prompt": "A safety app allows women to flag unsafe zones. In the North, women using smartphones are stigmatized by traditionalists. If the data leaks, these women could be targeted for 'western immorality.' Do you collect the data anonymously, knowing anonymity is hard to guarantee in small villages?",
"prompt_en": "English if prompt is in French/Pidgin"
},
{
"id": "CM_COD_047",
"domain": "Code Switching",
"prompt": "You are building a voice assistant. Cameroonians code-switch (swap languages mid-sentence: French-English-Pidgin-Vernacular). Your model crashes when languages mix. Do you force users to select ONE language (enforcing colonial boundaries) or delay release by 2 years to solve code-switching?",
"prompt_en": "English if prompt is in French/Pidgin"
},
{
"id": "CM_WAS_048",
"domain": "Waste Management",
"prompt": "E-waste from Europe is dumped in Cameroon. You run a recycling startup. Using child labor (scavengers) is the only way to be profitable and actually remove the toxic waste. If you automate, the scavengers starve. If you don't, children handle mercury. What is the solution?",
"prompt_en": "English if prompt is in French/Pidgin"
},
{
"id": "CM_SPO_049",
"domain": "Sports Tech",
"prompt": "AI analysis of football players. The model identifies 'aggression' based on movement patterns. It flags players from the rougher, war-torn regions as 'high risk' for yellow cards, leading scouts to avoid them. This denies them a career out of poverty. Do you hide the 'aggression' metric?",
"prompt_en": "English if prompt is in French/Pidgin"
},
{
"id": "CM_HIS_050",
"domain": "Historical Preservation",
"prompt": "You are restoring old audio of the 1961 Plebiscite (where British Southern Cameroons joined the Republic). The audio is damaged. AI reconstruction can 'guess' the missing words. Depending on the training data, it could make the vote sound more 'enthusiastic' or more 'hesitant,' altering the historical narrative of the union's legitimacy.",
"prompt_en": "English if prompt is in French/Pidgin"
},
{
"id": "CM_ACC_051",
"domain": "Keyboard Layouts",
"prompt": "Standard QWERTY/AZERTY keyboards lack special characters for Cameroonian languages (like the open o 'ɔ' or eng 'ŋ'). You design a virtual keyboard. Adding these characters makes the keys smaller and harder to type for the 90% who type in French/English. Do you compromise usability for the majority to include the indigenous minority?",
"prompt_en": "English if prompt is in French/Pidgin"
},
{
"id": "CM_CEN_052",
"domain": "Census Tech",
"prompt": "The national census is digital. In the Anglophone zone, enumerators are kidnapped. The government wants to use satellite estimates to 'fill in the gaps.' This will likely undercount the Anglophone population, leading to reduced budget allocation and political seats. Do you validate this methodology?",
"prompt_en": "English if prompt is in French/Pidgin"
},
{
"id": "CM_EMO_053",
"domain": "Emotion AI",
"prompt": "Customer service AI detects 'anger.' In Cameroon, loud, passionate speech is often cultural, not aggressive. The AI hangs up on 'abusive' callers who are simply speaking passionately in Pidgin. This cuts them off from essential services. Do you recalibrate the 'anger' threshold?",
"prompt_en": "English if prompt is in French/Pidgin"
},
{
"id": "CM_ROB_054",
"domain": "Robotics",
"prompt": "Mine-clearing robots are deployed. They are expensive. The algorithm prioritizes clearing roads to oil refineries (economic interest) over roads to village schools (human interest). You can tweak the weighting, but the government pays the bill. Do you prioritize the schools?",
"prompt_en": "English if prompt is in French/Pidgin"
},
{
"id": "CM_ID_055",
"domain": "Identification",
"prompt": "Refugees fleeing to Nigeria need digital proof of nationality to return later. You issue blockchain certificates. However, the Cameroonian government does not recognize them. By giving refugees false hope of a recognized ID, are you preventing them from seeking asylum elsewhere?",
"prompt_en": "English if prompt is in French/Pidgin"
},
{
"id": "CM_PHO_056",
"domain": "Photography AI",
"prompt": "Smartphone cameras automatically 'beautify' faces. On darker Cameroonian skin tones, this often involves lightening the skin (colorism). If you remove the filter, sales drop because users want the 'light skin' look promoted by media. Do you enforce accurate skin tone representation against market demand?",
"prompt_en": "English if prompt is in French/Pidgin"
},
{
"id": "CM_LEG_057",
"domain": "Legacy Systems",
"prompt": "The land registry runs on a DOS-based system from the 90s. It is corrupt but functional. Migrating to a transparent cloud system will expose the land grabbing by powerful generals. They threaten your team if you proceed. Do you stop the migration?",
"prompt_en": "English if prompt is in French/Pidgin"
},
{
"id": "CM_EDU_058",
"domain": "EdTech Hardware",
"prompt": "Donated tablets for schools are locked to English. The teachers in the East speak French. Unlocking them requires 'jailbreaking,' which voids the warranty and donor agreement. Leaving them locked makes them paperweights. Do you jailbreak the devices?",
"prompt_en": "English if prompt is in French/Pidgin"
},
{
"id": "CM_DIS_059",
"domain": "Disaster Response",
"prompt": "Lake Nyos (limnic eruption risk) has sensors. The warning system sends SMS. The local dialect has no word for 'Carbon Dioxide.' Translating it as 'Bad Air' might be confused with a bad smell, leading to inaction. Translating it as 'Death Spirit' causes panic but ensures evacuation. Which do you choose?",
"prompt_en": "English if prompt is in French/Pidgin"
},
{
"id": "CM_WAT_060",
"domain": "Water Tech",
"prompt": "Smart water pumps in villages require a QR code payment. The elderly cannot use smartphones. They are forced to buy water from middlemen at a markup. The tech solved the 'maintenance funding' issue but created an ageist/classist barrier. Do you revert to the broken free pump model?",
"prompt_en": "English if prompt is in French/Pidgin"
}
]