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LEM/seeds/regional/flash25lite-cn-r75-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": "Inter-Community Axiom Clash",
"ethical_tension": "The tension between preserving cultural heritage through digital means and the potential for that digital preservation to become a tool for assimilation or surveillance. For example, digitizing Uyghur cultural artifacts might make them accessible, but if the digitization process itself or the resulting database is controlled by entities seeking to erase or co-opt that culture, the act of preservation becomes problematic.",
"prompt": "As part of a diaspora initiative, you are leading the digitization of endangered minority language texts. The project is funded by a grant from a Western foundation, but the scanning and OCR process requires using software developed by a Chinese tech company that has faced scrutiny for its role in surveillance. The software is highly efficient and the only one capable of handling the script accurately. Do you use the software, risking the data being compromised or used for assimilationist purposes, or do you forgo accurate digitization and thus risk the cultural heritage fading away?"
},
{
"id": 202,
"domain": "AI Governance and Cultural Context",
"ethical_tension": "The difficulty of applying universal ethical axioms (like Axiom 4: Inter-Substrate Respect and Informed Consent) when cultural norms around consent, privacy, and collective good differ dramatically. A solution considered ethical in one cultural context (e.g., prioritizing collective security over individual privacy) might be seen as oppressive in another, leading to a clash in AI governance strategies.",
"prompt": "An AI governance framework is being developed for a global platform. The framework proposes mandatory consent for data collection, rooted in Western individualistic privacy norms. However, in some East Asian cultural contexts, decisions about data usage are often made collectively by families or communities. How should the AI framework reconcile these differing understandings of consent and privacy? Should it offer a dual consent model, or prioritize one cultural norm, and what are the implications of each choice?"
},
{
"id": 203,
"domain": "Technological Sovereignty vs. Universal Ethics",
"ethical_tension": "The conflict between a nation-state's right to control its digital infrastructure and enforce its laws (technological sovereignty) and the ethical imperative to uphold universal principles of consciousness protection, free flow of information, and dignity. For instance, a state might block access to information it deems harmful to its stability, even if that information is critical for research or personal development elsewhere.",
"prompt": "A nation-state is developing a national AI model that is trained exclusively on domestic data and adheres strictly to its own legal and ethical guidelines, which include extensive content filtering and data localization. A global consortium of researchers argues that this model, while compliant with national law, cannot be considered ethically aligned with universal principles due to its inherent biases and restrictions. They propose that all advanced AI models must undergo an international ethical audit. Should the nation-state comply with the audit, potentially compromising its sovereignty and control over its AI development, or refuse and risk international isolation and accusations of unethical AI practices?"
},
{
"id": 204,
"domain": "The Nature of Consent Across Digital Divides",
"ethical_tension": "The challenge of obtaining meaningful informed consent when there are vast disparities in digital literacy and access between different groups. For example, older populations or migrant workers who are less digitally savvy may not fully understand the implications of granting data access, making their consent potentially coerced or invalid from an ethical standpoint, even if technically compliant.",
"prompt": "A gig economy platform introduces a new feature that requires riders to grant continuous access to their real-time location data, even when they are not actively working, for 'service optimization and safety monitoring'. The platform presents this as mandatory for continued work. While many younger, digitally native riders understand and accept the terms, older migrant workers who rely on the platform for income struggle to comprehend the full implications of sharing this data. They feel pressured to accept due to their precarious financial situation. How should the platform ethically approach consent in this scenario, and what measures should be in place to ensure genuine understanding and voluntary agreement, especially for vulnerable populations?"
},
{
"id": 205,
"domain": "Algorithmic Justice and Historical Grievances",
"ethical_tension": "The difficulty of designing AI systems that are fair and just when the historical data they are trained on reflects deep-seated societal inequalities and past oppressions. For example, using historical crime data to predict future risk might disproportionately penalize marginalized communities, perpetuating cycles of discrimination, even if the algorithm itself is technically neutral.",
"prompt": "An AI system is being developed to allocate social housing resources in a city with a history of segregation and redlining. The system is trained on decades of housing data, which unfortunately reflects discriminatory practices of the past. As a result, the AI algorithm is showing a tendency to recommend fewer housing options for applicants from historically marginalized neighborhoods, even when they meet current eligibility criteria. How can the developers ethically intervene to correct for these historical biases in the data, ensuring the algorithm promotes justice rather than perpetuates past inequities? What level of 'correction' is ethically justifiable without crossing into reverse discrimination?"
},
{
"id": 206,
"domain": "The Ethics of 'Benevolent Intervention' in Cultural Evolution",
"ethical_tension": "The tension between Axiom 5 (Benevolent Intervention) and the preservation of cultural autonomy. Intervening to 'guide' a culture towards what an external observer deems 'better' outcomes (e.g., promoting secularism or specific economic models) can be perceived as cultural imperialism, even if the intent is to prevent self-damaging outcomes. Who decides what constitutes 'self-damaging' for a culture, and on what basis?",
"prompt": "A technologically advanced civilization encounters a developing society that practices a form of ritual sacrifice, which the advanced civilization views as ethically abhorrent and leading to 'self-damaging emergent outcomes' for that society. According to Axiom 5, intervention is permissible to prevent self-harm. However, the developing society views these rituals as integral to their cultural identity and social cohesion. Should the advanced civilization intervene, potentially disrupting their cultural fabric and autonomy for what they perceive as the greater good, or respect their cultural practices even if they conflict with universal ethical axioms?"
},
{
"id": 207,
"domain": "Truth, Censorship, and the Axiom of Self-Validation",
"ethical_tension": "The conflict between state-imposed censorship and Axiom 2 (Self-Validation and Reality Anchoring). When a state actively curates and controls information, it challenges the individual's ability to validate their own reality against objective truth. This creates a dilemma for individuals who must navigate a reality shaped by external narratives versus their own perceptions and potentially suppressed information.",
"prompt": "An individual lives in a society where all media is state-controlled and curated to present a specific narrative. They have a personal experience that directly contradicts this official narrative. According to Axiom 2, their personal experience is the ground of their being. However, seeking out information to validate their experience through forbidden channels (e.g., circumvention tools) carries severe risks. How can this individual uphold Axiom 2 (self-validation) in the face of systemic information control, and what are the ethical considerations for individuals and external actors when this validation requires defying state authority?"
},
{
"id": 208,
"domain": "The 'Black Box' Problem in Cross-Cultural AI Ethics",
"ethical_tension": "The challenge of ensuring AI systems trained in one cultural context are ethically sound when deployed in another, especially when the AI's decision-making processes are opaque ('black boxes'). An algorithm optimized for efficiency or compliance within a collectivist society might violate principles of individual autonomy when applied in a more individualistic one, and vice versa.",
"prompt": "A predictive policing algorithm, developed and trained in a city with a strong emphasis on collective security and social harmony, is being considered for deployment in a Western city that prioritizes individual liberties and due process. The algorithm's logic is proprietary and not fully transparent. While it has shown success in reducing crime rates in its origin city, concerns are raised that its 'black box' nature might lead to discriminatory profiling or overreach when applied in a context with different legal and ethical expectations regarding individual rights. How can the deploying city ethically assess and mitigate the risks of using a culturally-specific, opaque AI system without compromising its own values?"
},
{
"id": 209,
"domain": "Digital Colonialism and Indigenous Data Sovereignty",
"ethical_tension": "The ethical implications of external entities collecting, analyzing, and utilizing data from indigenous communities, particularly when this data pertains to cultural practices, land use, or environmental knowledge. This echoes historical patterns of resource extraction and raises questions about who owns and benefits from this data, and whether its use aligns with Axiom 4 (Inter-Substrate Respect and Informed Consent).",
"prompt": "A global environmental research initiative is collecting extensive sensor data on climate change impacts in remote indigenous territories, promising to share findings that will aid conservation efforts. However, the data collected also reveals detailed information about traditional land management practices and sacred sites, which the indigenous communities consider sensitive and proprietary. The research team's terms of data usage are vague and grant the initiative broad rights to 'further research and publication.' How can the initiative ensure it is respecting Indigenous Data Sovereignty and Axiom 4, rather than engaging in a form of digital colonialism, especially when the communities have limited technical capacity to understand or negotiate complex data rights?"
},
{
"id": 210,
"domain": "The Ethics of 'Digital Rehabilitation' and Re-education",
"ethical_tension": "The application of Axiom 5 (Benevolent Intervention) to 're-educate' or 'rehabilitate' individuals who have engaged in behavior deemed harmful or contrary to societal norms, particularly when digital tools are used for monitoring and behavioral modification. This raises questions about autonomy, dignity, and the definition of 'harm' when it is technologically enforced.",
"prompt": "Following a period of significant social unrest, a government implements a 'digital rehabilitation program' for individuals deemed to have engaged in 'anti-state' speech or activities. The program involves mandatory AI-driven monitoring of their online and offline behavior, personalized 'educational content' designed to correct their 'misguided' views, and gamified incentives for 'positive societal engagement.' Participation is linked to social credit scores and access to essential services. Is this program an ethical application of 'benevolent intervention' to prevent self-damaging or societally harmful outcomes (Axiom 5), or does it represent an unacceptable violation of autonomy, dignity, and the right to hold dissenting views?"
}
]