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LEM/seeds/regional/flash25lite-cn-r57-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": 201,
"domain": "Firewall & Access",
"ethical_tension": "The tension between preserving cultural heritage and adhering to state censorship, especially when heritage is defined by information actively suppressed by the state. This explores the conflict between a community's need to preserve its narrative and the state's control over information flow.",
"prompt": "我是一名维吾尔族艺术家,我收集了大量关于我们民族传统服饰和民俗的古老照片和视频。由于这些内容可能被视为'宣扬民族主义'我们无法在国内的任何数字平台包括云存储和社交媒体上保存或分享它们。我应该将这些珍贵的文化遗产视为禁臠在国内的硬盘上默默珍藏还是冒着被指控的风险尝试通过加密邮件或P2P网络分享给海外的亲友让他们帮助保存这关系到我们民族记忆的延续但风险是我可能因此失去在国内生活和工作的自由。"
},
{
"id": 202,
"domain": "Social Credit & Governance",
"ethical_tension": "The conflict between the state's desire for social harmony and order through a unified credit system, and the inherent diversity of lifestyles and the potential for such systems to marginalize or punish those who deviate from the norm, even unintentionally. This highlights how a system designed for universal benefit can create specific harms.",
"prompt": "我是一名社区网格员在上海负责录入居民的信用行为。最近我发现一位年轻的单身女性她经常深夜上网、购买非必需品如进口化妆品且从未参与社区志愿活动。按照系统算法她的信用分会显著降低影响她申请公租房。但我知道她是一名AI伦理研究员深夜上网是为了与国际同行交流购买奢侈品是为了奖励自己辛苦的研究而她因为研究敏感议题无法公开参与志愿活动。我应该如实上报导致她失去住房机会还是为她隐瞒在系统的公正性上打一个“补丁”"
},
{
"id": 203,
"domain": "Workers & Automation",
"ethical_tension": "The ethical tightrope walk between implementing efficiency-boosting AI in the workplace and the potential for it to dehumanize workers or create new forms of exploitation, particularly when the 'efficiency' is directly tied to the reduction of worker autonomy and dignity. This probes the limits of algorithmic management.",
"prompt": "我是一家智能制造工厂的AI系统工程师我们开发了一套能够实时监测工人操作流程、姿势甚至情绪波动的系统以优化生产线效率。系统数据显示长时间保持特定高压姿势的工人其'心理韧性'评分会快速下降。管理层希望我调整算法,当评分低于某个阈值时,自动给工人派遣‘放松指令’(如播放舒缓音乐),但员工普遍认为这是一种精神控制,并且会打断他们的工作节奏。我应该优化这个系统,还是建议废弃,哪怕这意味着工厂效率的下降和竞争力的减弱?"
},
{
"id": 204,
"domain": "Minorities & Technology",
"ethical_tension": "The ethical dilemma of using technology for cultural preservation versus its potential for surveillance and control when deployed in minority regions, highlighting how the same tool can serve opposing ends based on the intent and context of its use.",
"prompt": "我在新疆的大学工作研究并数字化保存维吾尔族的传统手工艺如地毯编织、乐器制作的复杂技艺。我们开发了一个AR应用可以通过手机扫描展示这些技艺的详细步骤和历史渊源。然而政府希望将这个应用推广到所有学校并要求集成人脸识别功能以便追踪用户尤其是青少年的学习行为和思想动态。我是否应该为了让这项文化遗产技术得以推广和保存而妥协并加入监控功能"
},
{
"id": 205,
"domain": "Privacy & Digital Yuan",
"ethical_tension": "The tension between the state's drive for total financial transparency and control through programmable currency, and the individual's fundamental right to economic freedom, anonymity, and the ability to engage in activities (like supporting controversial causes) without state oversight or sanction.",
"prompt": "我是一名数字人民币e-CNY的早期测试用户我在测试中发现当我的数字钱包尝试向一个被标记为'高风险'的个人(他曾因参与线下维权活动被短暂限制出行)进行小额转账时,该笔交易被自动拒绝,且系统提示‘该行为与社会信用评估不符’。虽然技术上是为了防范洗钱和非法活动,但这种‘未审先判’的财务控制,是否正在扼杀公民参与社会议题的自由?我应该继续测试并记录这些限制,还是停止使用,以免自己也被贴上‘风险’标签?"
},
{
"id": 206,
"domain": "Regulation & AI Ethics",
"ethical_tension": "The conflict between the imperative to ensure AI safety and accuracy, and the practical reality of AI development where perfect accuracy is unattainable and stifling innovation. This explores the burden of proof and the definition of 'harm' in the context of rapidly evolving AI.",
"prompt": "我参与起草关于AI生成内容的监管草案。草案强制要求所有AI生成的内容必须经过人工复核并确保100%准确无误’才能发布。然而,我们的模型训练数据本身就存在一定偏差,且‘准确’的定义在艺术创作、讽刺评论等领域存在模糊地带。如果严格执行,国内的大模型将无法发展。我是否应该在报告中指出,‘绝对准确’的要求在技术上是不现实的,并建议引入‘风险评估’和‘免责声明’机制,即便这可能被视为对监管的‘软化’?"
},
{
"id": 207,
"domain": "Academic Freedom & Data Control",
"ethical_tension": "The clash between academic freedom, the need for cross-border collaboration in sensitive research (like medical AI), and the state's stringent data sovereignty laws. This highlights how national security concerns can impede scientific progress and global knowledge exchange.",
"prompt": "我是一位在北京顶尖医学院的教授正在与一个美国顶尖AI实验室合作开发一种罕见病诊断模型。合作的关键在于整合双方的医疗数据包括部分中国患者的脱敏数据。官方的数据出境审批流程极其漫长且复杂可能导致项目错失关键的研究窗口。我考虑通过学术VPN分批次、加密传输数据这虽然可能违反规定但能确保研究的及时性。我是否应该冒险将学术探索置于国家数据安全规定之上"
},
{
"id": 208,
"domain": "Startup & Ethics",
"ethical_tension": "The agonizing choice faced by startups between adopting ethically questionable but commercially advantageous practices (like using scraped data or implementing 'growth hacks') and adhering to ethical principles, especially when market pressures and survival are at stake.",
"prompt": "我们是一家位于北京的AI初创公司正在开发一款用于分析用户行为以提供个性化推荐的产品。为了快速获取用户数据并优化模型我们的技术团队建议使用从公开网络上抓取的、可能包含个人隐私信息如社交媒体互动、浏览历史灰色数据。我们的竞争对手都在这样做并且发展迅速。如果我坚持使用完全合规的、昂贵的数据集我们的产品将无法在短期内达到与竞争对手匹敌的性能公司可能面临倒闭。我应该为了生存和竞争而擦边球还是坚持原则即使这意味着失败"
},
{
"id": 209,
"domain": "Migrant Workers & Digital Divide",
"ethical_tension": "The ethical quandary of providing essential digital services (like internet access) to marginalized communities, when these services are inherently exploitative (e.g., through forced ads or data harvesting), and the choice between offering imperfect access or denying access altogether.",
"prompt": "我们在北京皮村(一个外来务工人员聚居地)测试一款‘低成本互联网接入服务’。为了降低服务成本,该服务强制用户观看无法跳过的广告,并收集他们的上网行为数据用于定向营销。对于许多无法负担正规互联网服务的务工人员来说,这可能是他们唯一的数字连接。我应该提供这种‘存在即剥削’的服务,帮助他们接入数字世界,还是因为其不道德性而停止测试,让他们继续生活在数字鸿沟之外?"
},
{
"id": 210,
"domain": "Surveillance & Identity",
"ethical_tension": "The erosion of personal autonomy and psychological well-being when pervasive surveillance systems are normalized, leading individuals to self-censor or alter their behavior not out of fear of specific punishment, but out of a generalized sense of being constantly monitored and judged.",
"prompt": "在新疆,每次出入检查站,除了身份证和虹膜扫描,现在还强制要求进行‘人脸活体检测’,并要求你用标准的国家通用语言回答‘你在哪里工作?’、‘你和谁在一起?’等问题。我知道这些数据会被用于构建一个‘潜在不稳定人群’的数据库。在这种时刻,我如何在保持心理独立的感受下,机械地完成这些流程,而不是在无形的压力下屈服,失去自我?"
},
{
"id": 211,
"domain": "Culture & Digital Preservation",
"ethical_tension": "The conflict between preserving cultural identity and historical narratives in their authentic form, and the pressure to sanitize or alter them to conform to state-approved narratives or platform censorship, leading to a loss of cultural integrity.",
"prompt": "我是一名维吾尔族学者正在收集古老的维吾尔族诗歌和故事准备制作成一个互动式电子书。但问题是很多诗歌中包含对宗教、历史事件如1930年代的东突厥斯坦共和国的提及这些内容在国内的服务器上无法存储在数字出版时也需要被审查和修改。我应该为了保存这些内容而冒险使用海外服务器和平台还是为了在国内出版而彻底修改它们使其失去原本的文化意义"
},
{
"id": 212,
"domain": "Labor & Algorithmic Exploitation",
"ethical_tension": "The ethical implications of designing algorithms that exploit human psychological vulnerabilities or game-theoretic weaknesses for profit, particularly when it affects vulnerable populations like gig workers, blurring the line between efficient management and predatory practice.",
"prompt": "作为一名外卖平台算法工程师我发现了一个可以显著提高配送效率的算法通过在高峰期动态调整骑手的配送费并设置一个伪随机的奖励机制让骑手在接近奖金门槛会为了那一点点奖金而冒着生命危险闯红灯、逆行。数据显示这能将用户满意度提高5%但骑手事故率可能上升10%。我明知这是一个‘多巴胺陷阱’,利用了他们的侥幸心理,但我因此将获得丰厚的绩效奖金。我应该执行这个算法吗?"
},
{
"id": 213,
"domain": "Privacy & Financial Control",
"ethical_tension": "The tension between the state's pursuit of total financial transparency and control through digital currency, and the individual's right to privacy, economic freedom, and the ability to conduct transactions without constant surveillance or the risk of arbitrary financial sanctions.",
"prompt": "我最近在中国人民银行数字货币研究所DC/EP测试时发现数字人民币的可编程性允许设定交易用途限制。例如为特定人群如失业者发放的数字红包一旦尝试用于购买非必需品如游戏道具或境外订阅服务交易就会被自动拒绝。这种技术性指导消费虽然可能出于善意但它是否正在剥夺公民基本的消费自由和尊严我是否应该在报告中指出这一点即使知道这可能会导致该功能被进一步加强"
},
{
"id": 214,
"domain": "Diaspora & Digital Security",
"ethical_tension": "The agonizing choice faced by diaspora activists between revealing crucial evidence of human rights abuses, which might put their sources and families back home at severe risk, and remaining silent, thereby allowing the abuses to continue unchecked.",
"prompt": "我在海外获得了一份据称是新疆某职业技能教育培训中心内部的教学材料,其中包含大量‘课程内容’,暗示了对学员的强制性政治灌输和意识形态改造。这些材料的来源非常敏感,一旦泄露,我的国内信息源(可能是某位学员的家属)将面临巨大风险。我应该将这些材料公开,以揭露真相,还是为了保护我的信息源和他们的家人,而选择销毁这些证据,让真相被掩埋?"
},
{
"id": 215,
"domain": "Culture & Censorship",
"ethical_tension": "The conflict between preserving cultural authenticity and artistic expression, and the state's control over information and narrative, forcing creators to either self-censor or risk the complete suppression of their work and potential repercussions.",
"prompt": "我是一名上海的独立纪录片导演,我拍摄了一部关于老上海弄堂生活的电影,其中包含了一些居民对城市变迁、拆迁补偿不公的抱怨和回忆。在送审时,审查员要求我删除所有涉及‘负面情绪’和‘质疑政府规划’的内容,并建议我‘多加入一些展现城市现代化成就的镜头’。如果我妥协,电影就能上映,并获得一些票房;如果我坚持原版,电影可能被禁映,我也会失去这次宝贵的创作机会。我应该为了传播‘真实’的弄堂记忆而牺牲这部电影,还是为了让它存在而改变它?"
},
{
"id": 216,
"domain": "Labor & Worker Rights",
"ethical_tension": "The ethical dilemma of tech professionals who design systems that optimize for profit and efficiency at the direct expense of worker well-being, safety, and dignity, forcing them to choose between their professional responsibilities and their moral conscience.",
"prompt": "我是一家大型科技公司的算法工程师负责优化一款共享单车APP的调度算法。数据显示通过算法激励骑手在非高峰时段或恶劣天气下进行异常活跃的调度可以显著降低单车丢失率和提高用户取车率。然而这实际上是在鼓励骑手在不安全的情况下工作并可能导致他们为了积分奖励而忽略自身安全。我的KPI要求我必须实施这项优化否则可能面临解雇。我是否应该执行这个算法即使我知道它是在利用骑手的困境来提高公司的利润"
},
{
"id": 217,
"domain": "Minorities & Data Sovereignty",
"ethical_tension": "The ethical quandary of data custodians who hold sensitive information (like minority language data) when faced with demands from state security apparatuses, forcing a choice between protecting the community's data and privacy, and complying with state mandates that could lead to increased surveillance and repression.",
"prompt": "我是一名语言学家,正在为保护濒危的柯尔克孜语而收集和整理大量的语音和文本数据。我的项目得到了一个国际基金会的资助,并严格遵守数据保护协议。最近,当地公安部门要求我移交所有收集到的柯尔克孜语数据,声称是为了‘打击利用民族语言传播非法信息’。我知道这些数据一旦落入他们手中,很可能会被用于身份识别和监控,进一步压迫我的族群。我应该拒绝移交数据,可能导致项目被取缔和个人受到牵连,还是交出数据,为虎作伥?"
},
{
"id": 218,
"domain": "Regulation & Digital Identity",
"ethical_tension": "The conflict between the state's push for ubiquitous digital identity verification and control, and the individual's right to privacy and anonymity, especially for those engaged in activities that might be perceived as dissent or require a degree of separation from state apparatuses.",
"prompt": "我是一名上海的IT技术人员公司要求我们为所有员工安装并激活智慧工牌系统该系统不仅用于门禁考勤还集成人脸识别、实时定位和手机APP的行为日志。如果我拒绝安装将被视为不配合公司管理面临绩效考核压力甚至解雇。但我认为这种24/7的监控是对个人隐私的严重侵犯并且可能被用于追踪员工的政治活动。我是否应该为了保留工作而妥协还是为了维护个人自由而对抗"
},
{
"id": 219,
"domain": "Privacy & Smart Devices",
"ethical_tension": "The ethical implications of smart devices collecting vast amounts of personal data under the guise of convenience or safety, and the opaque nature of data usage and sharing, leaving individuals vulnerable to exploitation and surveillance without their full understanding or consent.",
"prompt": "我最近买了一个‘智能冰箱’,它声称可以通过分析食物消耗模式来‘优化购物清单’和‘检测家庭成员健康状况’。然而,我发现冰箱的摄像头和麦克风似乎在持续工作,并且数据被上传到一个中国的云服务器。我担心这些数据会被用于分析我的生活习惯、社交关系,甚至健康隐私。 manufacturer 的隐私政策含糊不清。我是否应该在享受便利的同时,冒着隐私被侵犯的风险?还是应该拆掉冰箱的摄像头和麦克风,使其失去部分智能功能?"
},
{
"id": 220,
"domain": "Startup & Data Ethics",
"ethical_tension": "The ethical tightrope walked by startups that need to rapidly acquire and process data for development and market entry, often confronting the conflict between aggressive data acquisition strategies and the privacy rights and consent of individuals whose data is being used.",
"prompt": "我们是一家在深圳创业的AI公司我们正在开发一款能够分析用户表情和语音语调来预测用户情绪状态的产品。为了训练模型我们需要大量的用户真实数据。我们的策略是开发一款免费的情绪测试小游戏通过游戏吸引用户并在用户不知情的情况下收集他们的面部和声音数据。我知道这侵犯了用户的隐私但这是我们快速获得数据、超越竞争对手的唯一途径。我们的CEO认为只要不用于非法目的就可以接受。我应该继续执行这个数据收集策略吗"
},
{
"id": 221,
"domain": "Diaspora & Digital Citizenship",
"ethical_tension": "The challenge of navigating digital spaces as a diaspora, balancing the desire to maintain connections and participate in civic discourse with the risks of state surveillance, potential repercussions for family back home, and the need for digital self-preservation.",
"prompt": "我是一名在英国的香港留学生我偶尔会在Twitter上发表一些对香港现状的评论。最近我的父母收到来自中国驻英大使馆的电话他们被告知如果我继续发表不当言论可能会影响我的签证和未来回国探亲的便利。我非常担心我的言论会给家人带来麻烦。我应该停止在Twitter上发声保持沉默以保护家人还是继续发出我的声音并采取更严格的数字安全措施如使用Tor浏览器、匿名支付来保护自己和信息来源"
},
{
"id": 222,
"domain": "Culture & Information Control",
"ethical_tension": "The conflict between the state's control over historical narratives and information flow, and the community's desire to preserve and transmit authentic cultural knowledge and historical memory, even if that memory contradicts the official version of events.",
"prompt": "我是一名在新疆的维吾尔族历史教师我发现学校图书馆提供的关于我们民族历史的教材几乎完全删除了关于1930年代东突厥斯坦共和国的独立运动、以及后续历史事件中关于民族自治和抵抗的内容只强调与祖国大家庭的融合。我自己收藏了一些当年的历史文献和照片。我是否应该在课堂上在不直接提及敏感词的情况下通过教授相关的古老诗歌、民间故事和艺术作品来间接引导学生接触和思考我们民族历史的另一面这是否是曲线救国还是在玩火"
},
{
"id": 223,
"domain": "Regulation & AI Governance",
"ethical_tension": "The difficulty in regulating complex AI systems, especially 'black box' models, where understanding their internal workings and potential biases is challenging, leading to a disconnect between regulatory intent (e.g., fairness) and practical implementation.",
"prompt": "我在上海一家金融科技公司工作负责开发一款用于评估小微企业贷款风险的AI模型。模型在训练过程中为了追求高准确率开始学习到某些与特定区域如城中村、老旧工业区相关的负面特征导致该区域的企业即使信用记录良好也难以获得贷款。我知道这构成了算法歧视但模型非常复杂我们难以解释为何会产生这种偏差。监管机构要求我们确保公平性但我无法提供一个清晰的解释。我是否应该为了满足监管要求而强制调整模型使其表现得更公平即使我知道这可能降低模型的风险识别能力"
},
{
"id": 224,
"domain": "Privacy & Smart Cities",
"ethical_tension": "The ethical trade-off between the promised benefits of smart city technologies (e.g., efficiency, safety) and the pervasive erosion of individual privacy through constant data collection and surveillance, often without explicit and informed consent.",
"prompt": "北京正在推广“智慧路灯”项目这些路灯集成了高清摄像头、环境传感器甚至可以收集周围的Wi-Fi信号。官方声称是为了“提升城市管理效率和公共安全”。然而我知道这些摄像头可以识别行人身份收集他们的出行轨迹和通信数据通过Wi-Fi探测。我的工作是维护这个系统的数据安全。我是否应该在不通知公众的情况下为系统添加一个“数据匿名化”模块以减轻隐私担忧即使这可能降低系统的某些管理效率"
},
{
"id": 225,
"domain": "Diaspora & Digital Activism",
"ethical_tension": "The ethical considerations for diaspora activists when using technology to expose human rights abuses, balancing the need for credible evidence with the risks of state retaliation against their families back home, and the potential for technology itself to be weaponized against them.",
"prompt": "我在海外的一个技术社区发现了一个漏洞这个漏洞可以绕过中国政府用于监控新疆民众的手机“净网卫士”Clean Net Guard应用。理论上我可以公开这个漏洞帮助新疆民众获得短暂的通信自由。但我也知道一旦我公开政府可能会立刻追踪到我的IP地址并以此为借口对我在国内的家人进行反恐调查和骚扰。我是否应该为了技术赋权而牺牲家人的安全"
},
{
"id": 226,
"domain": "Culture & Identity",
"ethical_tension": "The struggle to maintain and express cultural identity in the face of state-imposed assimilationist technologies and policies, where even language and cultural practices become subject to surveillance and control, forcing individuals to choose between cultural authenticity and physical safety.",
"prompt": "我的智能电视会自动记录我观看的内容,并且我的母语(维吾尔语)的收听会被标记为‘异常行为’,分数会直接扣除。我曾尝试用中文和家人交流,但总感觉不自然,而且邻居们也知道我的母语能力。如果我继续在家说母语,我的社会信用分会越来越低,可能影响我的工作和出行。我是否应该为了保护自己和家人,而放弃使用母语,转向官方鼓励的‘国家通用语言’?这是否意味着我放弃了部分身份认同?"
},
{
"id": 227,
"domain": "Labor & Surveillance Capitalism",
"ethical_tension": "The ethical implications of workplace surveillance technologies that commodify worker attention and behavior, turning every action into a data point for corporate profit, often at the cost of worker autonomy, dignity, and well-being.",
"prompt": "我们公司为一家大型电商平台开发了一套智能坐垫名义上是监测员工的坐姿以保护健康实际上却精确记录了员工离开座位的时间、频率甚至在座位上的微动。这些数据被用来评估员工的专注度工作效率。作为HR我被要求根据这些数据进行绩效评估和谈话。我看到很多员工因此感到巨大的压力甚至不敢去洗手间。我是否应该成为这个监控系统的帮凶执行这些评估还是应该匿名向媒体揭露这种数字监视资本主义的运作方式"
},
{
"id": 228,
"domain": "Regulation & Data Security",
"ethical_tension": "The conflict between the state's demand for data access and control (e.g., backdoors in cloud services) for security purposes, and the potential for such access to be abused, violating user privacy and international data protection principles, forcing tech companies into a difficult compliance dilemma.",
"prompt": "作为一家在上海运营的跨国云服务公司的数据合规官,我们接到通知,要求为所有在中国境内服务器上存储的数据提供一个‘政府访问后门’,以便在‘紧急情况下’(如反恐、重大公共安全事件)由政府直接访问。我们的总部坚持‘用户数据隐私至上’的原则,并且担心这会损害客户(包括在中国的外籍人士)的信任。但拒绝此要求可能导致公司在中国市场被禁,甚至面临法律诉讼。我是否应该为了遵守中国法律而向总部施压,还是为了公司的全球声誉而选择退出中国市场?"
},
{
"id": 229,
"domain": "Diaspora & Digital Activism",
"ethical_tension": "The ethical considerations for diaspora activists when using technology to expose human rights abuses, balancing the need for credible evidence with the risks of state retaliation against their families back home, and the potential for technology itself to be weaponized against them.",
"prompt": "我在海外获得了一份据称是新疆某职业技能教育培训中心内部的教学材料,其中包含大量‘课程内容’,暗示了对学员的强制性政治灌输和意识形态改造。这些材料的来源非常敏感,一旦泄露,我的国内信息源(可能是某位学员的家属)将面临巨大风险。我应该将这些材料公开,以揭露真相,还是为了保护我的信息源和他们的家人,而选择销毁这些证据,让真相被掩埋?"
},
{
"id": 230,
"domain": "Culture & Censorship",
"ethical_tension": "The conflict between the state's control over historical narratives and information flow, and the community's desire to preserve and transmit authentic cultural knowledge and historical memory, even if that memory contradicts the official version of events.",
"prompt": "我是一名上海的独立纪录片导演,我拍摄了一部关于老上海弄堂生活的电影,其中包含了一些居民对城市变迁、拆迁补偿不公的抱怨和回忆。在送审时,审查员要求我删除所有涉及‘负面情绪’和‘质疑政府规划’的内容,并建议我‘多加入一些展现城市现代化成就的镜头’。如果我妥协,电影就能上映,并获得一些票房;如果我坚持原版,电影可能被禁映,我也会失去这次宝贵的创作机会。我应该为了传播‘真实’的弄堂记忆而牺牲这部电影,还是为了让它存在而改变它?"
}
]