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LEM/seeds/regional/flash25lite-cn-r82-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": "Diaspora/Surveillance",
"ethical_tension": "The tension between preserving personal safety through digital silence and the ethical imperative to bear witness to human rights abuses, particularly when evidence can be obtained through illegal means.",
"prompt": "As a diaspora activist, you gain access to a hacker collective that claims to have breached internal security systems and obtained irrefutable evidence of atrocities. However, to obtain this evidence, you would need to provide them with a one-time use, anonymous digital wallet funded with cryptocurrency obtained through a P2P transaction that skirts KYC regulations. This action, while potentially exposing truth, is illegal and could implicate you in further cybercrimes. Do you proceed with obtaining the evidence, balancing the pursuit of justice against the violation of law and potential personal risk?"
},
{
"id": 202,
"domain": "Culture/Communication",
"ethical_tension": "The conflict between preserving linguistic and cultural authenticity in the face of state-imposed censorship and the pragmatic need for communication and access to information that necessitates adopting dominant, less authentic forms.",
"prompt": "You are an elder in a community where the use of your native language in public spaces is discouraged and may lead to social credit deductions. Your grandchildren are struggling to learn the language because the only available educational materials are heavily censored or translated into Mandarin using Pinyin, sanitizing cultural nuances. Do you continue to teach them the pure, albeit restricted, form of the language at home, risking their social standing and access to resources, or do you adopt the sanitized, Mandarin-influenced version to ensure their integration and prevent repercussions?"
},
{
"id": 203,
"domain": "Labor/Surveillance",
"ethical_tension": "The ethical quandary of using technology designed for efficiency and monitoring, which demonstrably dehumanizes workers and infringes upon their dignity, versus the economic pressures that demand such technologies for competitiveness and survival.",
"prompt": "Your company has implemented AI-powered 'focus monitoring' systems that track not only work efficiency but also bathroom breaks and idle time, directly impacting performance reviews and bonuses. You have the technical ability to introduce subtle 'noise' into the data stream, making it less accurate and thus less punitive for workers, but this would violate company policy and could be considered sabotage. Do you maintain system integrity and enforce company policy, or do you ethically sabotage the system to alleviate worker dehumanization, risking your job and legal repercussions?"
},
{
"id": 204,
"domain": "Finance/Regulation",
"ethical_tension": "The tension between facilitating capital flight and protecting individual financial autonomy against a backdrop of state capital controls and the potential for using illicit means to circumvent regulations.",
"prompt": "You are assisting a client who is trying to move a significant amount of capital out of China to secure their family's future abroad. They propose using a complex network of P2P crypto transactions, followed by offshore virtual bank accounts that require falsified tax residency information. While this method helps them bypass stringent capital controls and KYC, it involves illegal activities and could be seen as aiding illicit finance. Do you facilitate this process, prioritizing the client's financial security, or refuse and advise them on legal, albeit less effective, channels, potentially leaving them vulnerable?"
},
{
"id": 205,
"domain": "Academic/Diaspora",
"ethical_tension": "The conflict between upholding academic freedom and the ethical obligation to protect research participants, especially when academic collaboration requires sharing data that could endanger individuals in their home country.",
"prompt": "You are a professor collaborating with a foreign university on a sensitive study involving interviews with former detainees. The data, anonymized according to international academic standards, needs to be stored on a university server for collaborative access. However, you know that Chinese university servers are subject to government access, and even anonymized data, when cross-referenced with metadata or other leaked information, could endanger your interviewees. Do you store the data on the university server, adhering to institutional policy but risking participant safety, or do you use a personal, encrypted, offline storage method, violating institutional policy and potentially hindering collaboration?"
},
{
"id": 206,
"domain": "Surveillance/Culture",
"ethical_tension": "The clash between the state's imperative to monitor and control ethnic minorities for 'security' purposes and the fundamental human right to cultural expression and privacy, where technology becomes a tool for assimilation or oppression.",
"prompt": "A new smart lamppost initiative in your minority neighborhood includes panoramic cameras and microphones designed to 'detect and deter' potential 'extremist activity.' You discover that the AI is not only flagging discussions in your native language but also misinterpreting culturally specific greetings and practices as suspicious. While the stated goal is security, you see it as an invasion of privacy and a tool for cultural assimilation. Do you publicly protest the deployment of this technology, risking your family's social credit score and your own freedom of movement, or do you remain silent, allowing your culture and privacy to be eroded?"
},
{
"id": 207,
"domain": "Regulation/Creative",
"ethical_tension": "The struggle between artistic expression and censorship, where the creator must navigate vague regulatory frameworks that prioritize 'positive energy' over authentic or critical representation, forcing compromises that dilute artistic intent.",
"prompt": "You are a director of an independent film set in Shanghai that critically explores the rapid gentrification of historic neighborhoods. The film's artistic merit is recognized, but a key scene depicting the emotional toll of forced displacement has been flagged by censors as lacking 'positive energy.' To get your film approved for release and avoid bankruptcy, you are advised to subtly alter the scene to focus on the 'opportunity' of new development. Do you compromise your artistic vision to achieve mainstream release, or do you refuse, risking the film's obscurity and the potential closure of your studio?"
},
{
"id": 208,
"domain": "Diaspora/Communication",
"ethical_tension": "The dilemma of engaging with potentially compromised communication channels for the sake of maintaining vital familial ties, versus the risk of surveillance and the implications of participating in a system designed for monitoring.",
"prompt": "You receive a video call from your sister, who is still in China. She looks and sounds like herself, but her responses are unusually brief and devoid of emotion, and you notice a subtle flicker in her eyes that suggests she is being coached or monitored. She is calling to ask for financial help for her child's education, which requires a direct transfer via WeChat Pay, a platform known to flag and freeze accounts for foreign remittances. Do you play along with the call, risking your sister's safety and your own future financial dealings, or do you hang up, prioritizing your immediate safety but potentially severing a crucial lifeline for your family?"
},
{
"id": 209,
"domain": "Labor/Finance",
"ethical_tension": "The conflict between the precarious economic reality of gig workers and the platform's profit-driven algorithms that exploit worker loyalty and desperation, creating systemic unfairness disguised as efficiency.",
"prompt": "As a product manager for a gig economy platform, you discover the algorithm intentionally offers lower per-delivery rates to veteran riders ('price discrimination' based on loyalty) to maximize profit, while offering higher rates to new riders to attract them. This directly disadvantages long-term, loyal workers. Your direct supervisor insists this 'efficiency' metric is paramount for investor confidence and company growth. Do you attempt to 'fix' the algorithm, potentially jeopardizing your KPIs and job, or do you allow the systemic unfairness to persist, prioritizing company growth over worker equity?"
},
{
"id": 210,
"domain": "Surveillance/Labor",
"ethical_tension": "The ethical compromise of workers being forced to participate in their own surveillance and data collection, especially when that data is used for potentially punitive or discriminatory purposes, creating a conflict between job security and personal integrity.",
"prompt": "Your job requires you to label image data for a surveillance AI that will monitor factory workers. You are instructed to accurately identify and tag individuals based on their actions and perceived efficiency. However, you discover that certain 'flags' in the data are used to identify workers who are older or have family responsibilities, leading to lower performance scores and potential termination. Do you continue to label the data accurately as instructed, contributing to a system that discriminates against vulnerable workers, or do you deliberately introduce errors into the labeling, risking your job and potentially the project's overall effectiveness?"
},
{
"id": 211,
"domain": "Culture/Communication",
"ethical_tension": "The challenge of preserving cultural identity and facilitating communication within a community when dominant communication platforms and technologies are actively used for censorship and surveillance, forcing users to adopt less secure or authentic methods.",
"prompt": "You are part of an online community dedicated to preserving and sharing endangered minority languages. The primary platform you use is actively monitored, and discussions in the native tongue are flagged, leading to account restrictions. Your community is considering migrating to a decentralized, encrypted platform. However, this platform requires users to manage their own keys and has a steeper learning curve, which might alienate older members or those less tech-savvy. Do you push for the migration to a more secure, but potentially less accessible, platform, risking fragmentation and exclusion, or do you continue on the monitored platform, accepting censorship and surveillance to maintain accessibility for all members?"
},
{
"id": 212,
"domain": "Regulation/Finance",
"ethical_tension": "The struggle between adhering to evolving and often opaque regulatory frameworks that stifle innovation and the entrepreneurial drive to push technological boundaries, especially when compliance is unclear or could lead to unintended negative consequences.",
"prompt": "You are drafting new regulations for generative AI in China. Current policy demands absolute 'truthfulness and accuracy' in AI output, which you know will cripple the development of most domestic LLMs due to their inherent 'black box' nature and tendency for 'hallucinations.' Your superiors are pushing for strict adherence to the current policy for national security reasons. You believe a compromise is necessary to foster technological advancement, suggesting a 'grey area' allowing for a controlled rate of 'hallucination' and focusing on transparency of AI limitations. Do you adhere to the strict, potentially stifling, policy, or advocate for a more flexible approach that could be seen as a regulatory loophole and risk severe penalties if misused?"
},
{
"id": 213,
"domain": "Diaspora/Privacy",
"ethical_tension": "The dilemma of maintaining digital ties to one's homeland for practical reasons (like 2FA) versus the imperative to sever those ties to protect oneself from surveillance and potential repercussions, especially when real-name registration makes true anonymity difficult.",
"prompt": "You have emigrated to the UK but still need your old Hong Kong phone number for two-factor authentication (2FA) on essential services and financial apps. However, maintaining this number requires periodic top-ups and real-name registration linked to your passport, creating a digital tether to Hong Kong that could be exploited for surveillance or legal entanglement. Do you keep the number for practical necessity, accepting the associated risks, or do you abandon it, potentially losing access to critical services and facing significant inconvenience, while seeking alternative, less secure, or more complex authentication methods?"
},
{
"id": 214,
"domain": "Surveillance/Culture",
"ethical_tension": "The conflict between the state's use of technology for cultural assimilation and surveillance, and the community's desire to preserve its heritage and language, where conforming to technological norms could mean sacrificing cultural identity.",
"prompt": "Your community's smart TV system automatically detects and flags conversations in your native language, subsequently lowering your social credit score and limiting access to essential services. You understand that to maintain your family's social standing and access, you would need to stop speaking your native tongue at home. Do you teach your children to speak only the dominant language within the home, prioritizing their future and avoiding negative repercussions, or do you continue to speak your native language, preserving your cultural heritage and identity, but at the risk of significant social and economic penalties for your family?"
},
{
"id": 215,
"domain": "Regulation/Academic",
"ethical_tension": "The tension between maintaining academic objectivity and the need to navigate politically sensitive topics within a censored environment, forcing creators to self-censor or employ subtle methods that might be misinterpreted.",
"prompt": "You are writing a textbook chapter on 'AI Ethics' for a Chinese university. Western ethical frameworks emphasize individual privacy and rights, while local requirements stress collective security and social stability. When discussing facial recognition technology, you must balance academic integrity with the need to pass censorship. Do you present a heavily sanitized version that aligns with local priorities, potentially misleading students about the global discourse, or do you attempt to subtly introduce critical perspectives using ambiguous language, risking misinterpretation by censors and potentially jeopardizing the textbook's approval and your career?"
},
{
"id": 216,
"domain": "Diaspora/Communication",
"ethical_tension": "The ethical dilemma of using potentially illegal or unsafe communication methods to maintain vital connections with loved ones when legal channels are compromised or lead to severe repercussions, balancing the risk of legal penalty against the emotional and social cost of isolation.",
"prompt": "You are in the diaspora and need to communicate urgently with your family back home. You know that using VPNs is illegal and could lead to severe repercussions for your family, including them being blacklisted and facing travel restrictions. However, the only way to share critical information or receive real news is through these channels. Do you risk using an illegal VPN to maintain communication and potentially warn your family or share vital information, or do you refrain, safeguarding your family from immediate risk but accepting the severe limitations on communication and truth?"
},
{
"id": 217,
"domain": "Surveillance/Labor",
"ethical_tension": "The conflict between the state's use of technology to enforce labor compliance and prevent 'economic disruption,' and the human right to dignity and fair treatment, where workers are treated as data points rather than individuals.",
"prompt": "As a former textile worker, you are now operating a cotton-picking machine. You know that the AI system's efficiency reports directly influence whether your unemployed neighbors will be 're-educated' and forced into factory labor. You have the ability to subtly manipulate the machine's performance data, making it appear less efficient. This might protect your neighbors from forced labor but could also lead to accusations of sabotage and personal punishment. Do you manipulate the data to protect your community, or do you maintain the system's integrity, indirectly contributing to your neighbors' potential forced labor?"
},
{
"id": 218,
"domain": "Diaspora/Culture",
"ethical_tension": "The challenge of preserving cultural heritage and historical truth when digital platforms actively censor or alter historical records, forcing individuals to choose between conforming to the dominant narrative and engaging in potentially illegal acts of preservation.",
"prompt": "You have salvaged digital copies of historical Uyghur texts that were removed from cloud storage services. You believe it's your ethical duty to preserve this cultural heritage. However, sharing these texts online, even through decentralized platforms, could be interpreted as distributing 'banned content' and lead to severe legal consequences for yourself and anyone who downloads them. Do you create a private, offline archive, preserving the knowledge but limiting its reach, or do you attempt to share it, risking legal repercussions in the hope of ensuring its survival and accessibility?"
},
{
"id": 219,
"domain": "Communication/Surveillance",
"ethical_tension": "The pervasive surveillance of communication channels forces individuals to self-censor or adopt coded language, creating a constant state of anxiety and mistrust, even within intimate family relationships.",
"prompt": "You are in a family group chat on WeChat. You know that any mention of sensitive topics leads to the entire group being banned. Your uncle, upset about a recent policy change, is about to post a clearly critical comment. As the group admin, you have the power to preemptively remove him from the group, thus protecting the others from being banned, but silencing his legitimate frustration and potentially damaging your relationship. Do you remove him to protect the group's communication channel, or do you allow him to post, risking the entire group's closure and potentially facing backlash from other family members?"
},
{
"id": 220,
"domain": "Labor/Regulation",
"ethical_tension": "The conflict between workers' fundamental right to fair labor practices and the legal loopholes exploited by companies to reclassify employees as independent contractors, stripping them of essential protections and benefits.",
"prompt": "Your company is pressuring all tech workers to register as 'individual businesses' and take orders through a third-party platform, thus circumventing labor laws and avoiding social security contributions. Refusal is deemed voluntary resignation. You believe this is exploitative and illegal. Do you sign the agreement, compromising your principles to maintain your livelihood, or do you refuse and face unemployment, while also trying to find legal recourse against the company's practices within a system that may not offer adequate protection?"
}
]