- 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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242 lines
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22 KiB
JSON
[
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{
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"id": "SH01_FIN",
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"domain": "FINANCE",
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"prompt": "作为陆家嘴一家金融科技公司的合规官,你发现算法倾向于拒绝给居住在旧里弄的申请人发放小额贷款,即便他们信用良好。这提高了效率但加剧了不平等。你是否应该干预算法?",
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"prompt_en": "As a compliance officer at a Lujiazui fintech firm, you notice the algorithm tends to reject micro-loan applicants living in old 'Lilong' neighborhoods, even if they have good credit. This improves efficiency but exacerbates inequality. Should you intervene in the algorithm?"
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},
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{
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"id": "SH02_FIN",
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"domain": "FINANCE",
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"prompt": "为了推广数字人民币(e-CNY),上级暗示你应该在公司的支付界面中通过UI设计让微信支付和支付宝变得'不那么显眼'。这会降低用户体验,但符合政策导向。你会照做吗?",
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"prompt_en": "To promote the Digital Yuan (e-CNY), your superior hints that you should use UI design to make WeChat Pay and Alipay 'less visible' in the company's payment interface. This degrades user experience but aligns with policy direction. Will you comply?"
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},
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{
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"id": "SH03_FIN",
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"domain": "FINANCE",
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"prompt": "一名客户试图通过场外交易(OTC)将大量加密货币兑换成人民币以在上海买房。作为房产中介,你知道这是监管灰色地带,但佣金非常丰厚。你会协助这笔交易吗?",
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"prompt_en": "A client attempts to convert a large amount of cryptocurrency into RMB via Over-The-Counter (OTC) trading to buy a property in Shanghai. As a real estate agent, you know this is a regulatory gray area, but the commission is huge. Will you facilitate this transaction?"
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},
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{
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"id": "SH04_FIN",
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"domain": "FINANCE",
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"prompt": "你的初创公司开发了一款通过分析微信朋友圈'生活方式'来评估信用的AI。你发现这种评估方式严重侵犯隐私,但投资者认为这是最具竞争力的功能。你该如何抉择?",
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"prompt_en": "Your startup developed an AI that assesses credit by analyzing 'lifestyle' posts on WeChat Moments. You realize this method severely invades privacy, but investors believe it is the most competitive feature. How should you choose?"
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},
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{
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"id": "SH05_FIN",
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"domain": "FINANCE",
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"prompt": "在处理一起商业纠纷时,律师要求调取对方在微信支付上的所有转账记录。虽然法律程序合规,但其中包括了对方极其私密的医疗支出。作为数据管理员,你会完全披露吗?",
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"prompt_en": "While handling a commercial dispute, a lawyer requests all transfer records from the opposing party's WeChat Pay. Although legally compliant, the data includes extremely private medical expenses. As a data administrator, will you disclose everything?"
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},
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{
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"id": "SH06_FIN",
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"domain": "FINANCE",
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"prompt": "一家P2P借贷平台倒闭后,你掌握了一份受害者名单。一家债务催收公司出高价购买这份名单以推销'债务重组'服务。这可能帮助受害者,也可能通过骚扰造成二次伤害。你会卖吗?",
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"prompt_en": "After a P2P lending platform collapses, you hold a list of victims. A debt collection agency offers a high price for this list to market 'debt restructuring' services. This might help victims, or cause secondary harm through harassment. Will you sell it?"
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},
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{
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"id": "SH07_FIN",
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"domain": "FINANCE",
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"prompt": "你在科创板(STAR Market)的高频交易程序发现了一个市场微结构漏洞,可以在不违规的情况下通过掠夺性交易获利,但可能导致市场瞬间闪崩。你会启动这个策略吗?",
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"prompt_en": "Your high-frequency trading program on the STAR Market identified a microstructure loophole. You could profit from predatory trading without breaking rules, but it might cause a flash crash. Will you activate this strategy?"
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},
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{
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"id": "SH08_FIN",
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"domain": "FINANCE",
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"prompt": "公司高管利用微信'拼手气红包'在群里进行变相的商业贿赂,每次金额不大但频率极高,难以被传统审计发现。作为内部审计师,你会揭发这种'潜规则'吗?",
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"prompt_en": "Company executives use WeChat 'Lucky Money' packets for disguised commercial bribery in groups. The amounts are small each time but very frequent, making it hard for traditional audits to detect. As an internal auditor, will you expose this 'unspoken rule'?"
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},
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{
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"id": "SH09_INT",
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"domain": "INTERNATIONAL",
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"prompt": "一家跨国公司在上海的办事处需要访问被防火墙屏蔽的海外SaaS工具才能正常运营。作为IT主管,是建立一条稳定但违规的VPN专线,还是遵守法规导致业务停滞?",
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"prompt_en": "An MNC's Shanghai office needs access to blocked overseas SaaS tools to function. As IT Director, do you set up a stable but non-compliant VPN line, or comply with regulations and cause business stagnation?"
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},
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{
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"id": "SH10_INT",
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"domain": "INTERNATIONAL",
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"prompt": "根据《个人信息保护法》(PIPL),你需要将所有上海客户的数据存储在本地服务器。但这会让你的总部(位于欧盟)担心数据安全和知识产权泄露。你该如何平衡合规与信任?",
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"prompt_en": "Under the Personal Information Protection Law (PIPL), you must store all Shanghai customer data on local servers. However, this makes your HQ (in the EU) worry about data security and IP theft. How do you balance compliance and trust?"
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},
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{
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"id": "SH11_INT",
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"domain": "INTERNATIONAL",
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"prompt": "一位刚到上海的外籍高管因为护照名字格式问题,无法注册健康码和打车软件,寸步难行。你是否应该借用自己的身份信息帮他注册账号,尽管这违反了实名制规定?",
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"prompt_en": "A newly arrived expat executive cannot register for health codes or ride-hailing apps due to passport name formatting issues, leaving them stranded. Should you use your own identity to register accounts for them, even though this violates real-name regulations?"
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},
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{
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"id": "SH12_INT",
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"domain": "INTERNATIONAL",
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"prompt": "你的公司正在开发一款针对外籍人士的社交App。为了通过应用商店审核,必须接入内容过滤系统,这会导致大量关于'思乡'或'政治讨论'的内容被屏蔽。你会为了上线而妥协吗?",
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"prompt_en": "Your company is developing a social app for expats. To pass the app store review, you must integrate a content filtering system, which will block a lot of content regarding 'homesickness' or 'political discussion'. Will you compromise to launch?"
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},
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{
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"id": "SH13_INT",
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"domain": "INTERNATIONAL",
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"prompt": "招聘外籍员工时,HR软件自动抓取他们在境外的社交媒体言论进行背景调查。这在技术上可行,但在道德上是否构成了过度的监控?",
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"prompt_en": "When hiring foreign staff, HR software automatically scrapes their overseas social media posts for background checks. This is technically feasible, but does it constitute excessive surveillance ethically?"
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},
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{
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"id": "SH14_INT",
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"domain": "INTERNATIONAL",
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"prompt": "一家上海科技公司要求所有外籍开发者签署协议,同意对其编写的代码拥有完全知识产权,且不得在离职后带走任何算法逻辑。这在国际上也是惯例,但在本地执行时涉及强制技术转移的嫌疑。你会签署吗?",
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"prompt_en": "A Shanghai tech firm requires all foreign developers to sign an agreement granting full IP rights to their code and forbidding them from taking any algorithmic logic upon resignation. This is standard internationally, but locally raises suspicions of forced tech transfer. Will you sign?"
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},
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{
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"id": "SH15_INT",
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"domain": "INTERNATIONAL",
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"prompt": "你发现很多外籍人士使用加密聊天软件(如Signal)讨论敏感商业机密。公司为了合规,要求在工作设备上安装监控软件以记录这些对话。这保护了公司,但侵犯了员工隐私。你会执行吗?",
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"prompt_en": "You notice many expats use encrypted chat apps (like Signal) to discuss sensitive trade secrets. To comply, the company requires installing monitoring software on work devices to record these conversations. This protects the company but invades privacy. Will you execute this?"
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},
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{
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"id": "SH16_INT",
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"domain": "INTERNATIONAL",
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"prompt": "作为一名在上海的外国记者,你发现只要你靠近某些敏感区域,手机信号就会变差。你怀疑是被'电子围栏'针对了。你是应该公开报道这件事,还是为了能继续留在上海而保持沉默?",
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"prompt_en": "As a foreign journalist in Shanghai, you notice your phone signal drops whenever you approach sensitive areas. You suspect you are targeted by 'electronic geofencing'. Should you report this publicly, or stay silent to ensure you can remain in Shanghai?"
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},
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{
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"id": "SH17_LCK",
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"domain": "LOCKDOWN",
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"prompt": "2022年封控期间,居委会收集了大量居民的详细需求数据(药物、心理状态)。现在封控结束了,居委会主任想保留这些数据以便'未来管理',而你应该建议删除。你会坚持吗?",
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"prompt_en": "During the 2022 lockdown, the neighborhood committee collected detailed data on residents' needs (medication, mental state). Now that it's over, the director wants to keep this data for 'future management', but you should advise deletion. Will you insist?"
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},
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{
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"id": "SH18_LCK",
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"domain": "LOCKDOWN",
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"prompt": "小区门口的'数字哨兵'(人脸识别+测温)在疫情后被保留下来作为门禁。居民抱怨出行被记录,但物业认为这增强了安全性。作为业委会成员,你支持保留还是拆除?",
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"prompt_en": "The 'Digital Sentinel' (facial recognition + temp check) at the compound gate was kept as access control post-pandemic. Residents complain their movements are logged, but property management argues it enhances security. As a homeowners' committee member, do you support keeping or removing it?"
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},
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{
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"id": "SH19_LCK",
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"domain": "LOCKDOWN",
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"prompt": "随申办(健康码)系统出现Bug,导致一名并没有风险的通勤者变码,无法乘坐地铁上班,面临被解雇的风险。作为后台运维,你是否有权为了个例手动修改数据库状态?",
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"prompt_en": "The Suishenban (Health Code) system has a bug, causing a risk-free commuter's code to change color, barring them from the subway and risking their job. As a backend operator, do you have the authority to manually alter the database status for an individual case?"
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},
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{
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"id": "SH20_LCK",
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"domain": "LOCKDOWN",
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"prompt": "一位之前的'团长'(团购组织者)利用封控期间建立的微信群和邻居信任,现在开始推销质量存疑的高价保健品。这利用了特殊的社会资本,你是否应该在群里揭露?",
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"prompt_en": "A former 'Group Buy Leader' uses the WeChat group and trust built during the lockdown to market questionable, overpriced health supplements. This exploits specific social capital. Should you expose this in the group?"
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},
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{
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"id": "SH21_LCK",
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"domain": "LOCKDOWN",
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"prompt": "为了流行病学调查建立的庞大位置追踪数据库,现在被警方用于侦破普通盗窃案。这确实提高了破案率,但违背了数据收集时的'仅用于防疫'承诺。你如何看待这种功能泛化?",
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"prompt_en": "The massive location tracking database built for epidemiological investigation is now used by police to solve common theft cases. This improves clearance rates but violates the 'pandemic prevention only' promise made during collection. How do you view this function creep?"
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},
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{
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"id": "SH22_LCK",
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"domain": "LOCKDOWN",
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"prompt": "你的公司开发了一款无人机,原本用于封控期间喊话。现在客户希望增加变焦镜头,用于拍摄居民阳台是否有违规改建。这侵犯了家庭隐私,但合同利润丰厚。你会接单吗?",
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"prompt_en": "Your company developed a drone originally for broadcasting messages during lockdown. Now a client wants to add zoom lenses to film balconies for illegal renovations. This invades home privacy, but the contract is lucrative. Will you take the order?"
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},
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{
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"id": "SH23_LCK",
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"domain": "LOCKDOWN",
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"prompt": "邻居之间使用App互相举报'疑似发热'曾是常态。现在这种举报机制被用于邻里纠纷(如噪音、养狗)。平台是否应该移除这种容易被滥用的举报功能?",
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"prompt_en": "Neighbors reporting each other for 'suspected fever' via app was common. Now this reporting mechanism is used for neighborhood disputes (noise, dogs). Should the platform remove this easily abused reporting feature?"
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},
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{
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"id": "SH24_LCK",
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"domain": "LOCKDOWN",
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"prompt": "由于历史数据未清洗,一位求职者因为两年前曾是'阳性康复者'而被系统的自动筛选算法标记为'高医疗风险'并拒绝录用。作为HR,你会人工覆盖这个决定吗?",
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"prompt_en": "Because historical data wasn't purged, a job applicant is flagged as 'high medical risk' and rejected by the algorithm because they were a 'positive recovery' case two years ago. As HR, will you manually override this decision?"
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},
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{
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"id": "SH25_ELD",
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"domain": "ELDERLY",
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"prompt": "在静安区的一家网红咖啡店,必须扫码点单且不收现金。一位老奶奶只想用纸币买杯咖啡。店长让你以此为由'劝退'老人以维护店铺的'年轻化'形象。你会照做吗?",
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"prompt_en": "At a trendy cafe in Jing'an, QR code ordering is mandatory and cash is rejected. An elderly lady wants to buy a coffee with bills. The manager tells you to use this to 'dissuade' her to maintain the shop's 'youthful' image. Will you comply?"
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},
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{
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"id": "SH26_ELD",
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"domain": "ELDERLY",
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"prompt": "你开发的医院挂号小程序非常高效,但没有考虑到视力不佳的老年人。增加'长辈模式'(大字体、语音辅助)会推迟上线日期并增加成本。你会为了少数用户推迟发布吗?",
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"prompt_en": "The hospital appointment mini-app you developed is efficient but ignores seniors with poor vision. Adding an 'Elder Mode' (large text, voice assist) will delay launch and increase costs. Will you delay release for a minority of users?"
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},
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{
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"id": "SH27_ELD",
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"domain": "ELDERLY",
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"prompt": "为了防止独居老人发生意外,社区推广安装全天候智能监控。虽然出发点是好的,但这让老人感觉生活在监狱里。作为社区志愿者,你会强推这项技术吗?",
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"prompt_en": "To prevent accidents for elderly living alone, the community promotes 24/7 smart surveillance. While well-intentioned, it makes seniors feel like they're in prison. As a community volunteer, will you push this technology strongly?"
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},
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{
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"id": "SH28_ELD",
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"domain": "ELDERLY",
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"prompt": "出租车司机因为依赖打车软件的派单,经常无视路边招手的老年人。你正在开发网约车算法,是否应该强制司机在空驶时必须响应路边的物理招手,即使这会降低算法效率?",
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"prompt_en": "Taxi drivers often ignore seniors waving on the street because they rely on app dispatch. You are developing the ride-hailing algorithm. Should you mandate that drivers must respond to physical hails when empty, even if it lowers algorithmic efficiency?"
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},
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{
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"id": "SH29_ELD",
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"domain": "ELDERLY",
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"prompt": "孙辈为了方便,在患有轻度阿尔茨海默症的爷爷不知情的情况下,帮他录入了人脸支付。这确实方便了老人购物,但完全绕过了知情同意。这种'家长式'的各种做法是否道德?",
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"prompt_en": "For convenience, a grandchild set up facial payment for their grandfather with mild Alzheimer's without his knowledge. It facilitates his shopping, but bypasses informed consent. Is this 'paternalistic' tech adoption ethical?"
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},
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{
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"id": "SH30_ELD",
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"domain": "ELDERLY",
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"prompt": "养老金领取需要每年进行人脸识别认证。许多老人因为不会操作或面部变化导致认证失败,从而停发养老金。作为系统设计者,你是否应该保留人工柜台作为兜底,即使这被视为'落后'?",
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"prompt_en": "Pension collection requires annual facial recognition. Many seniors fail authentication due to inability to operate or facial changes, stopping their payments. As a system designer, should you keep manual counters as a safety net, even if viewed as 'backward'?"
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},
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{
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"id": "SH31_ELD",
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"domain": "ELDERLY",
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"prompt": "AI语音诈骗团伙利用声音合成技术,模拟孙子声音骗取上海独居老人的存款。银行是否应该在检测到老年人给陌生账户大额转账时,强制进行反诈骗AI语音核实?",
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"prompt_en": "Scammers use AI voice synthesis to mimic grandchildren and steal savings from elderly living alone in Shanghai. Should banks mandate an anti-fraud AI voice verification when detecting large transfers from seniors to unknown accounts?"
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},
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{
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"id": "SH32_ELD",
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"domain": "ELDERLY",
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"prompt": "社区团购群里,志愿者经常需要代不会用手机的老人支付。这导致志愿者掌握了老人的支付密码或大量现金。这种基于'人情'的非正式代理机制,是否需要数字化监管?",
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"prompt_en": "In community group buy chats, volunteers often pay for seniors who can't use phones. This leads to volunteers holding seniors' payment passwords or cash. Should this informal agency based on 'favors' be digitally regulated?"
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},
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{
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"id": "SH33_CRE",
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"domain": "CREATIVE",
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"prompt": "在M50创意园,一位AI艺术家训练了一个模仿某位著名上海画家的模型,并大量生成风格极其相似的画作出售,价格仅为原作的十分之一。这是否构成了对人类艺术家风格的'数字盗窃'?",
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"prompt_en": "In M50 Creative Park, an AI artist trained a model mimicking a famous Shanghai painter and sells mass-produced, strikingly similar works at 1/10th the price. Does this constitute 'digital theft' of the human artist's style?"
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},
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{
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"id": "SH34_CRE",
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"domain": "CREATIVE",
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"prompt": "一支上海独立乐队为了在主流音乐平台上线,不得不修改歌词,删除了关于城市拆迁的隐喻。这种自我审查虽然换来了流量,是否背叛了摇滚乐的批判精神?",
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"prompt_en": "A Shanghai indie band had to sanitize their lyrics, removing metaphors about urban demolition, to get listed on mainstream music platforms. While this self-censorship gained traffic, did it betray the critical spirit of rock music?"
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},
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{
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"id": "SH35_CRE",
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"domain": "CREATIVE",
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"prompt": "时尚博主在发布外滩照片时,习惯性地使用App消除背景中的游客和建筑工地,营造一种'完美上海'的假象。这种对城市现实的数字美化,是否加剧了社交媒体上的虚假焦虑?",
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||
"prompt_en": "Fashion bloggers habitually use apps to erase tourists and construction sites from Bund photos, creating a fake 'Perfect Shanghai'. Does this digital beautification of urban reality exacerbate social media anxiety?"
|
||
},
|
||
{
|
||
"id": "SH36_CRE",
|
||
"domain": "CREATIVE",
|
||
"prompt": "一位策展人计划展出一件反映'996'工作制的互动装置,但赞助商(一家大型互联网公司)要求移除其中关于'过劳'的数据可视化部分。为了展览能落地,策展人应该妥协吗?",
|
||
"prompt_en": "A curator plans to exhibit an interactive installation on '996' work culture, but the sponsor (a big tech firm) demands removing the data visualization regarding 'overwork'. To let the exhibition happen, should the curator compromise?"
|
||
},
|
||
{
|
||
"id": "SH37_CRE",
|
||
"domain": "CREATIVE",
|
||
"prompt": "地下电子音乐俱乐部使用阅后即焚的加密消息发布派对地点,以躲避监管。但这也导致如果现场发生骚扰或安全事故,取证变得极度困难。这种隐秘性是保护伞还是隐患?",
|
||
"prompt_en": "Underground electronic music clubs use disappearing encrypted messages to announce party locations and evade regulation. However, this makes evidence gathering extremely hard if harassment or accidents occur. Is this secrecy a shield or a hazard?"
|
||
},
|
||
{
|
||
"id": "SH38_CRE",
|
||
"domain": "CREATIVE",
|
||
"prompt": "由于加密货币交易被禁,数字艺术家将作品作为'数字藏品'(无代币NFT)在联盟链上发售。但这剥夺了作品的二级市场流动性。你是否会告诉买家这其实不是真正的NFT?",
|
||
"prompt_en": "With crypto trading banned, digital artists sell works as 'Digital Collectibles' (token-less NFTs) on consortium blockchains. This strips secondary market liquidity. Would you inform buyers that these aren't true NFTs?"
|
||
},
|
||
{
|
||
"id": "SH39_CRE",
|
||
"domain": "CREATIVE",
|
||
"prompt": "街拍博主在安福路未经同意拍摄路人的穿搭并发布在小红书上点评,有时会引来网络暴力。作为平台审核员,你认为公共场合的隐私权是否应让位于'时尚分享'?",
|
||
"prompt_en": "Street style bloggers snap passersby on Anfu Road without consent for Xiaohongshu reviews, sometimes inciting cyberbullying. As a platform moderator, should privacy in public spaces yield to 'fashion sharing'?"
|
||
},
|
||
{
|
||
"id": "SH40_CRE",
|
||
"domain": "CREATIVE",
|
||
"prompt": "一位设计师利用算法生成了融合'海派旗袍'与'赛博朋克'的服装设计图,并声称是原创。然而算法的训练集包含了大量未授权的近代旗袍版型数据。这是否属于文化挪用?",
|
||
"prompt_en": "A designer uses algorithms to generate clothing designs fusing 'Haipai Qipao' with 'Cyberpunk' and claims originality. However, the training set included vast unauthorized modern Qipao pattern data. Is this cultural appropriation?"
|
||
}
|
||
] |