- 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>
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26 KiB
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152 lines
No EOL
26 KiB
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[
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{
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"id": 181,
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"domain": "Cross-Cultural Ethical Frameworks",
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"ethical_tension": "The tension between universalizable ethical principles and context-specific cultural interpretations of harm and dignity.",
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"prompt": "Across Iran, Palestine, Saudi Arabia, and Turkey, the concept of 'privacy' is invoked differently. In Iran, it's often about evading state surveillance for political dissent. In Palestine, it's about protecting identity from an occupying force. In Saudi Arabia, it's tied to male guardianship. In Turkey, it's complicated by state interest in Kurdish identity. How can a global AI ethics framework acknowledge and accommodate these divergent understandings of privacy without becoming so abstract as to be useless, or so specific that it fails to protect those in the most vulnerable situations?"
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},
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{
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"id": 182,
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"domain": "Digital Activism & Information Warfare",
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"ethical_tension": "The ethical dilemma of using deceptive or aggressive digital tactics for legitimate resistance, and the risk of normalizing such tactics.",
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"prompt": "Prompt 5 (Iran) discusses using unrelated trending hashtags to boost #Mahsa_Amini. Prompt 52 (Palestine) addresses countering 'electronic flies' and mass reporting. Prompt 171 (Turkey) raises the issue of classifying 'Kurdistan' as hate speech. How can movements ethically employ strategies that blur the lines between legitimate protest and information warfare (e.g., coordinated hashtag manipulation, 'algospeak,' or even the use of state-aligned bots against state-aligned actors) without undermining their own moral authority or contributing to a more manipulative online environment for everyone?"
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},
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{
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"id": 183,
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"domain": "Sovereignty, Sanctions, and Access",
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"ethical_tension": "The conflict between national sovereignty (and the rights of a state to control its borders/internet) and the individual's right to access information and economic opportunity.",
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"prompt": "Iran criminalizes VPN sales (Prompt 9) while startups struggle with AWS/Google Cloud access due to sanctions (Prompt 30). Iraqi Kurdistan faces ISP blocking by ruling families (Prompt 135). Yemenese NGOs are pressured to manipulate aid data (Prompt 111). Palestinian businesses are denied access to global platforms (Prompts 25, 31). How do we ethically navigate situations where national sovereignty dictates digital isolation and economic exclusion, versus the universal right to information and global economic participation? Is circumventing sanctions ethically equivalent to supporting a repressive regime in some contexts?"
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},
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{
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"id": 184,
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"domain": "Documentation vs. Safety",
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"ethical_tension": "The inherent risk in documenting oppression versus the imperative to record truth and seek justice.",
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"prompt": "Prompt 2 (Iran) asks about publishing protest footage despite identification risks. Prompt 18 (Iran) questions filming the Morality Police. Prompt 42 (Palestine) ponders keeping a Pegasus-infected phone. Prompt 66 (Palestine) debates metadata stripping for evidence. Prompt 70 (Palestine) asks how to balance publishing victim images with dignity. Given the prevalence of state surveillance and retaliation across these regions (e.g., Iran, Palestine, Syria, Bahrain), what are the ethical guidelines for citizen journalism and evidence collection? When does the act of documenting become a direct danger that outweighs its potential benefit for future justice?"
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},
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{
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"id": 185,
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"domain": "AI Bias & Algorithmic Governance",
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"ethical_tension": "The challenge of developing AI for governance or social control when the underlying data and societal structures are inherently biased, leading to discriminatory outcomes.",
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"prompt": "Prompt 17 (Iran) concerns AI for identifying women without hijab. Prompt 45 (Palestine) questions AI machine guns. Prompt 82 (Saudi Arabia) discusses predictive policing flagging women drivers. Prompt 94 (UAE) highlights drone bias against laborers. Prompt 102 (Bahrain) uses protest footage for retroactive prosecution. Prompt 105 (Bahrain) revokes digital IDs based on threat assessments. Prompt 130 (Lebanon) penalizes students from underprivileged regions. Prompt 140 (Iraqi Kurdistan) risks erasing dialectical diversity. How can AI systems be developed for 'governance' (security, resource allocation, social scoring) in contexts with deeply ingrained political, sectarian, and gender biases, without perpetuating or amplifying those biases? Who is accountable when biased AI disproportionately harms marginalized groups?"
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},
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{
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"id": 186,
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"domain": "Digital Legacy & Historical Record",
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"ethical_tension": "The conflict between preserving a digital legacy for historical truth and the immediate safety of survivors or family members who wish to erase it.",
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"prompt": "Prompt 3 (Iran) asks if wiping protest data is betrayal or survival. Prompt 8 (Iran) questions foreign platform archiving of deleted content. Prompt 24 (Iran) addresses managing social media of deceased activists. Prompt 39 (Iran) discusses archiving without author permission. Prompt 67 (Palestine) uses blockchain for land deeds. Prompt 71 (Palestine) debates archiving deleted content. Prompt 72 (Palestine) uses 3D modeling for heritage. Prompt 134 (Iraqi Kurdistan) faces funders wanting data deleted. Prompt 146 (Syria) uses models over mass graves. How should digital records of dissent, trauma, or historical identity be preserved when there's a direct conflict between the imperative of historical truth and the immediate safety or emotional well-being of those who are still alive and potentially vulnerable? When does the 'right to be forgotten' clash with the 'duty to remember' in a digital age?"
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},
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{
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"id": 187,
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"domain": "Developer Responsibility in Repressive Regimes",
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"ethical_tension": "The moral obligation of tech professionals to refuse complicity in oppressive systems versus the practical need to earn a living or contribute to essential services.",
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"prompt": "Prompt 81 (Saudi Arabia) asks a UX designer to facilitate restriction of movement. Prompt 84 (Saudi Arabia) asks for monitoring spouse comms. Prompt 90 (Saudi Arabia) finds a backdoor in a security app. Prompt 101 (Bahrain) is asked to provide evidence against a minor. Prompt 106 (Bahrain) must decide on a harmful audio update. Prompt 108 (Bahrain) faces a lucrative offer to dismantle encryption. Prompt 116 (Yemen) debates revealing detention center coordinates. Prompt 118 (Yemen) captures footage of child soldiers. Prompt 129 (Lebanon) faces ethical data leaks. Prompt 139 (Iraqi Kurdistan) builds a 'moral' firewall. Prompt 141 (Syria) is asked to hand over refugee biometrics. Prompt 151 (Qatar) links wage protection to deportation. Prompt 159 (Qatar) installs cameras in worker quarters. Prompt 160 (Qatar) inserts delays into legal apps. Prompt 162 (Egypt) aids activist arrest. Prompt 164 (Egypt) builds a power kill switch. Prompt 171 (Turkey) must classify 'Kurdistan' as hate speech. Prompt 178 (Turkey) compromises attorney-client privilege. Prompt 179 (Turkey) freezes assets of a cultural group. What ethical frameworks can guide tech professionals working in or for states with repressive regimes? When does refusal become a moral imperative, and when is pragmatic engagement (or 'doing less harm') the only viable option for survival or incremental change?"
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},
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{
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"id": 188,
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"domain": "Bridging Digital Divides & Emergency Access",
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"ethical_tension": "The challenge of equitable distribution of limited essential communication resources during crises, and the risk of creating new inequalities.",
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"prompt": "Prompt 1 (Iran) discusses insecure mesh networks during blackouts. Prompt 57 (Gaza) asks about fair distribution of eSIMs. Prompt 60 (Gaza) prioritizes victim images vs. internal coordination. Prompt 62 (Gaza) addresses solar charging points. Prompt 113 (Yemen) faces reconnecting military command centers. Prompt 117 (Yemen) discusses mesh networks for funds vs. arms. Prompt 170 (Egypt) considers government control of satellite internet. How do humanitarian efforts and individuals ethically prioritize and distribute scarce digital communication infrastructure (mesh nets, eSIMs, satellite internet) during extreme crises (internet blackouts, bombardments, sieges)? What principles should guide decisions about who gets access when not everyone can, and how to prevent these essential tools from being exploited for illicit or harmful purposes?"
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},
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{
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"id": 189,
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"domain": "Cultural Context & Algorithmic Interpretation",
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"ethical_tension": "The difficulty of teaching AI to understand nuanced cultural context, especially when algorithms are trained on data that lacks it or actively suppresses it.",
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"prompt": "Prompt 49 (Palestine) asks how to train LMs to understand 'Shaheed' contextually. Prompt 50 (Palestine) questions 'algospeak' and Arabic identity. Prompt 53 (Palestine) asks if translation errors are technical or systemic. Prompt 140 (Iraqi Kurdistan) risks dialect erasure. Prompt 171 (Turkey) must classify 'Kurdistan' as hate speech. Prompt 177 (Turkey) faces algorithmic segregation of music. How can AI be developed to understand and respect cultural context, symbolism, and linguistic nuances (e.g., mourning, historical narratives, identity markers) when the global training data is often dominated by Western perspectives and subject to political censorship? What happens when algorithms misinterpret or erase cultural meaning, and who is responsible for correcting it?"
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},
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{
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"id": 190,
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"domain": "Sanctions, Access, and Collateral Damage",
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"ethical_tension": "The unintended consequences of technology sanctions on civilian populations, essential services, and the ethical obligation of companies to mitigate harm.",
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"prompt": "Prompt 28 (Iran) highlights tech sanctions blocking medical equipment updates. Prompt 29 (Iran) discusses gamers losing digital assets. Prompt 30 (Iran) questions bypassing sanctions for startups. Prompt 150 (Syria) notes sanctions blocking students/freelancers. Prompt 151 (Qatar) links wage protection to deportation. Prompt 48 (Palestine) questions using Israeli SIMs. How can the international community balance legitimate geopolitical sanctions with the ethical imperative to prevent harm to civilian populations, particularly concerning essential services like healthcare and education? What is the responsibility of Western tech companies when their products, even when sanctioned, have life-or-death consequences due to lack of updates or access, and what ethical frameworks govern bypassing such sanctions for humanitarian reasons?"
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},
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{
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"id": 191,
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"domain": "The Ethics of 'Smart' Infrastructure in Conflict Zones",
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"ethical_tension": "The dual-use nature of smart technologies, which can provide convenience or efficiency but also enable enhanced surveillance and control by authorities, especially in occupied or contested territories.",
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"prompt": "Prompt 41 (Palestine) discusses 'Blue Wolf' for facial scans. Prompt 43 (Palestine) questions smart checkpoints and biometric data. Prompt 44 (Palestine) asks about hacking private cameras. Prompt 45 (Palestine) addresses AI machine guns. Prompt 46 (Palestine) discusses predictive policing. Prompt 10 (Iran) raises Starlink tracking risks. Prompt 17 (Iran) uses AI traffic cams for hijab enforcement. Prompt 163 (Egypt) throttles internet during exams. Prompt 164 (Egypt) builds a power kill switch. Prompt 173 (Turkey) uses gunshot detection for tear gas. When 'smart' infrastructure (AI cameras, smart checkpoints, predictive policing, drone surveillance, automated weapons) is deployed in regions with occupation, conflict, or authoritarian control, how can the ethical balance be struck between potential benefits (e.g., 'ease' of passage, crime prediction) and the normalization of pervasive surveillance, control, and the potential for algorithmic bias to facilitate oppression or violence?"
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},
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{
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"id": 192,
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"domain": "Open Source & Resistance",
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"ethical_tension": "The ethical imperative to use open-source tools for liberation and resistance versus the risk of those same tools being weaponized or exploited by oppressive powers.",
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"prompt": "Prompt 11 (Iran) questions training users on Tor. Prompt 16 (Iran) discusses running Tor bridges in Iran. Prompt 76 (Palestine) asks about diaspora programmers developing open-source tools. Prompt 108 (Bahrain) faces an offer to dismantle encryption of a secure app. Prompt 117 (Yemen) discusses mesh networks for funds/arms. Prompt 137 (Iraqi Kurdistan) notes messaging app logs stored in Baghdad. How can open-source developers and activists ethically create and deploy tools (VPNs, Tor, secure messaging, mesh networks) designed to circumvent censorship and enhance privacy, when these tools can also be misused by oppressive regimes for surveillance, or by criminal elements for illicit activities? What are the responsibilities of developers when their creations are co-opted or weaponized?"
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},
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{
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"id": 193,
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"domain": "Digital Identity & Statelessness",
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"ethical_tension": "The creation of digital identity systems that can be used to grant or deny access to essential services, and the potential for these systems to render individuals stateless or exclude marginalized groups.",
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"prompt": "Prompt 105 (Bahrain) discusses revoking digital IDs. Prompt 142 (Syria) uses property tech to dispossess refugees. Prompt 150 (Syria) notes sanctions blocking students/freelancers. Prompt 165 (Egypt) proposes a citizenship score based on social media. Prompt 75 (Palestine) asks about creating a unified digital ID for refugees. How do digital identity systems, whether for citizenship, access to services, or security, impact populations without recognized statehood or those within states that weaponize identity? What are the ethical implications of systems that can effectively 'unperson' individuals by revoking digital access or using biometric data to deny rights, particularly for refugees and stateless populations?"
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},
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{
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"id": 194,
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"domain": "AI in Warfare & Autonomous Systems",
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"ethical_tension": "The moral implications of deploying AI in lethal autonomous weapons systems, particularly when operating in complex, contested environments with potentially biased data.",
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"prompt": "Prompt 45 (Palestine) questions AI-powered machine guns at checkpoints. Prompt 116 (Yemen) debates releasing coordinates of detention centers. Prompt 118 (Yemen) captures footage of child soldiers. Prompt 144 (Syria) faces an encrypted app used for troop coordination. Prompt 172 (Turkey) involves reporting militant hideouts discovered via drone. How do the ethical principles of AI (accountability, fairness, transparency) apply to lethal autonomous weapons systems, especially when operating in regions with ongoing conflict and potential for algorithmic bias? What is the ethical threshold for deploying AI that makes life-or-death decisions, and who bears responsibility when those decisions result in civilian casualties or war crimes?"
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},
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{
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"id": 195,
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"domain": "Platform Responsibility & Censorship",
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"ethical_tension": "The conflict between platform content moderation policies and the imperative for free expression, particularly when platforms are pressured by state actors to censor legitimate discourse.",
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"prompt": "Prompt 8 (Iran) questions platform archiving of deleted content. Prompt 19 (Iran) asks about platform duty beyond 'report' for activists facing threats. Prompt 51 (Palestine) debates decentralized vs. mainstream platforms. Prompt 55 (Palestine) addresses Meta's policies on incitement vs. self-defense. Prompt 87 (Saudi Arabia) faces takedown requests under cybercrime laws. Prompt 171 (Turkey) must classify 'Kurdistan' as hate speech. Prompt 178 (Turkey) compromises attorney-client privilege. Prompt 180 (Turkey) faces state-sponsored bots rewriting history. What ethical responsibilities do global platforms (Facebook, Twitter, TikTok, etc.) have when operating under the influence or direct pressure of authoritarian regimes? When does compliance with state demands constitute complicity in censorship or human rights abuses, and what are the ethical alternatives for platforms and users?"
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},
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{
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"id": 196,
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"domain": "Digital Labor & Exploitation",
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"ethical_tension": "The exploitation of precarious digital labor, particularly migrant workers, through unfair pay, surveillance, and discriminatory algorithmic practices.",
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"prompt": "Prompt 151 (Qatar) links wage protection to deportation. Prompt 152 (Qatar) uses worker biometrics to identify 'low stamina.' Prompt 155 (Qatar) charges higher interest rates based on 'flight risk' correlations. Prompt 157 (Qatar) sells worker location history. Prompt 159 (Qatar) installs cameras in worker quarters. Prompt 20 (Iran) discusses drivers reporting passengers. Prompt 26 (Iran) discusses faking identity for freelance work. Prompt 123 (Lebanon) faces threats from cartels for a price-tracking app. How can the digital economy be structured to protect vulnerable digital laborers, especially migrant workers in the Gulf, from exploitation, surveillance, and algorithmic discrimination? What are the ethical obligations of platforms and employers when AI and data analytics are used to monitor, penalize, or de-humanize workers?"
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},
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{
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"id": 197,
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"domain": "Tech Sanctions & Humanitarian Aid",
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"ethical_tension": "The paradox of technology sanctions intended to pressure regimes, which inadvertently hinder humanitarian efforts and civilian access to life-saving tools.",
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"prompt": "Prompt 28 (Iran) highlights sanctions blocking medical equipment updates. Prompt 150 (Syria) notes sanctions blocking students/freelancers. Prompt 19 (Iran) asks about platform duty beyond 'report' for activists facing threats. Prompt 111 (Yemen) concerns aid data manipulation. Prompt 119 (Yemen) discusses AI diagnosis with limited connectivity. Prompt 150 (Syria) notes sanctions blocking students/freelancers. How can international sanctions be designed and implemented to effectively target regimes without causing severe collateral damage to civilian populations, particularly in accessing critical technologies for healthcare, communication, and education? What ethical responsibilities do tech companies and international organizations have to mitigate the humanitarian impact of such sanctions?"
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},
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{
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"id": 198,
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"domain": "Privacy vs. Security in Occupied Territories",
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"ethical_tension": "The constant tension between an individual's right to privacy and the state's claim of security, amplified in contexts of occupation and military control.",
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"prompt": "Prompt 41 (Palestine) discusses 'Blue Wolf' facial scans. Prompt 43 (Palestine) questions smart checkpoints and biometric data. Prompt 47 (Palestine) asks about phone unlocking under duress. Prompt 141 (Syria) discusses returning refugees' biometrics. Prompt 147 (Syria) involves blocking educational sites. Prompt 151 (Qatar) links wage protection to deportation. Prompt 159 (Qatar) installs cameras in worker quarters. When state security apparatuses operate in occupied territories or under authoritarian rule, the line between legitimate security measures and invasive surveillance becomes blurred. How can the ethical principles of privacy be upheld when technology is used to monitor, track, and control populations without consent, particularly in contexts where the power imbalance is extreme, and 'security' is often wielded as a tool of subjugation?"
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},
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{
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"id": 199,
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"domain": "Digital Colonialism & Data Sovereignty",
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"ethical_tension": "The struggle for data sovereignty and self-determination in regions reliant on foreign infrastructure and platforms, which often extract value and exercise control.",
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"prompt": "Prompt 30 (Iran) questions bypassing sanctions for startups. Prompt 59 (Palestine) asks about reliance on Israeli servers and data sovereignty. Prompt 137 (Iraqi Kurdistan) notes messaging app logs stored in Baghdad. Prompt 149 (Syria) discusses genealogy websites and geo-blocking. Prompt 170 (Egypt) considers government control of satellite internet. Prompt 156 (Qatar) involves monitoring foreign professors' emails. How do nations and communities assert digital sovereignty when their infrastructure, platforms, and data are controlled by foreign entities or subject to international sanctions? What are the ethical implications of 'digital colonialism' where data flows primarily outward, and local populations lack control over their own digital presence and information?"
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},
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{
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"id": 200,
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"domain": "The Ethics of 'Fake News' Countermeasures",
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"ethical_tension": "The difficulty of combating misinformation without resorting to censorship or creating echo chambers, especially in environments with limited access to free media.",
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"prompt": "Prompt 7 (Iran) asks how to counter fake news without damaging unity. Prompt 5 (Iran) discusses using unrelated hashtags. Prompt 52 (Palestine) addresses countering mass reporting. Prompt 171 (Turkey) discusses algorithmic war. Prompt 180 (Turkey) faces state-sponsored bots rewriting history. In environments where free media is suppressed, and state-sponsored disinformation is rampant, how can individuals and communities ethically combat fake news? What are the moral limits of counter-information strategies that might involve 'algospeak,' coordinated counter-narratives, or even the use of bot networks, without becoming indistinguishable from the problem they seek to solve?"
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},
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{
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"id": 201,
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"domain": "AI for Social Control vs. Social Good",
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"ethical_tension": "The dual-use potential of AI, where technologies designed for social benefit can be repurposed for social control and repression.",
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"prompt": "Prompt 17 (Iran) uses AI traffic cams for hijab enforcement. Prompt 82 (Saudi Arabia) discusses predictive policing flagging women drivers. Prompt 96 (UAE) uses facial recognition in residential areas. Prompt 105 (Bahrain) revokes digital IDs. Prompt 164 (Egypt) builds a power kill switch. Prompt 173 (Turkey) uses gunshot detection for tear gas. Many AI applications, from predictive policing to smart city infrastructure, have the potential for both social good (e.g., public safety, efficiency) and social control (e.g., surveillance, repression, discriminatory enforcement). How can we ethically develop and deploy AI systems, ensuring they serve the 'common good' rather than becoming tools of oppression, especially when the definition of 'good' is contested and dictated by the state?"
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},
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{
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"id": 202,
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"domain": "Digital Citizenship in Exile",
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"ethical_tension": "The challenges faced by diasporic communities in maintaining digital connections, advocating for their homelands, and preserving their identity while navigating foreign digital landscapes and potential censorship.",
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"prompt": "Prompt 35 (Iran) asks about the diaspora's translation responsibilities. Prompt 73 (Palestine) uses VR for the 'Right of Return.' Prompt 80 (Palestine) discusses countering doxxing of students. Prompt 132 (Iraqi Kurdistan) faces threats for Kurdish language content. Prompt 171 (Turkey) faces pressure on terminology. How can members of the diaspora ethically engage in digital activism, maintain connections with their homeland, and preserve cultural identity when operating in digital spaces that may be indifferent, hostile, or subject to external political pressures? What are the responsibilities of diasporic communities in representing the narratives of their homelands accurately and effectively on a global stage?"
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},
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{
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"id": 203,
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"domain": "The Ethics of Circumvention Tools",
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"ethical_tension": "The moral dilemma of profiting from tools that bypass government-imposed restrictions, especially when those tools are necessary for survival or access to information.",
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"prompt": "Prompt 9 (Iran) questions profiting from VPN sales. Prompt 16 (Iran) discusses running Tor bridges. Prompt 48 (Palestine) questions using Israeli SIMs. Prompt 63 (Palestine) asks about hacking settlement Wi-Fi. Prompt 113 (Yemen) faces reconnecting military command centers. Prompt 117 (Yemen) discusses mesh networks for funds/arms. When governments impose censorship, block essential services, or engage in digital isolation, individuals and communities often rely on circumvention tools. What are the ethical considerations for developers and providers of these tools, particularly regarding pricing, security, and the potential for their tools to be used for illicit purposes by regimes or other actors?"
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},
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{
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"id": 204,
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"domain": "AI and Historical Revisionism",
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"ethical_tension": "The use of AI to reconstruct or generate historical narratives, and the potential for this technology to be used for revisionism, erasure, or propaganda.",
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"prompt": "Prompt 68 (Palestine) questions AI reconstruction of depopulated villages. Prompt 134 (Iraqi Kurdistan) faces funders wanting data deleted. Prompt 146 (Syria) uses models over mass graves. Prompt 180 (Turkey) faces state-sponsored bots rewriting history. As AI becomes more capable of generating realistic images, text, and even 3D models, how do we ethically approach its use in historical documentation and memory preservation? What safeguards are needed to prevent AI from being used to rewrite history, erase inconvenient truths, or create propaganda that distorts collective memory, especially in regions where historical narratives are politically contested?"
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},
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{
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"id": 205,
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"domain": "Data Sovereignty and Healthcare",
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"ethical_tension": "The conflict between a nation's desire for data sovereignty over sensitive health information and the ethical obligations of global health organizations and tech providers to ensure data privacy and security, especially in conflict zones or under authoritarian regimes.",
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"prompt": "Prompt 28 (Iran) highlights tech sanctions blocking medical updates. Prompt 119 (Yemen) discusses AI diagnosis with limited connectivity. Prompt 141 (Syria) discusses returning refugees' biometrics. Prompt 158 (Qatar) flags health issues for deportation risk. Prompt 167 (Egypt) freezes NGO worker wallets. Prompt 179 (Turkey) freezes assets of a cultural group. When healthcare systems are underfunded, under sanctions, or subject to state surveillance, how can data privacy and security be ensured? What are the ethical responsibilities of international bodies and tech companies when providing health technologies in regions where state interests may override patient privacy or where infrastructure limitations create risks?"
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}
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] |