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README.md
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colorFrom: yellow
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sdk: gradio
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sdk_version:
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app_file: app.py
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pinned: false
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hf_oauth: true
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- inference-api
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---
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colorFrom: yellow
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colorTo: purple
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sdk: gradio
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sdk_version: 6.3.0
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app_file: app.py
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pinned: false
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hf_oauth: true
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- inference-api
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---
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# Ethics, Governance, and Use Policy
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## Purpose
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This project is designed for **research and analytical forecasting** of government policy actions using public and explicitly consented data.
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It is not intended to model individuals' private beliefs, intentions, or psychology.
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---
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## Data Ethics
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### Allowed Data
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- Publicly available information
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- Official government communications
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- Parliamentary records
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- News media reports
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- Explicitly consented datasets (if any)
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### Prohibited Data
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- Private communications without written consent
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- Leaked, hacked, or non-public personal data
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- Surveillance or scraped private accounts
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- Medical, family, or personal records
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---
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## Modeling Constraints
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- Outputs are probabilistic, not deterministic
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- All forecasts must include uncertainty
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- No single data source dominates decisions
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- Evidence must be traceable to public records
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---
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## Prohibited Uses
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This system may not be used for:
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- Political persuasion or voter manipulation
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- Microtargeting individuals or groups
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- Disinformation or influence campaigns
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- Real-time operational decision-making
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- Harassment, profiling, or coercion
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---
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## Transparency Requirements
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- Document data sources and time ranges
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- Maintain versioned models and audit logs
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- Provide explanations for model outputs
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- Disclose known limitations and uncertainty
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---
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## Human Oversight
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- High-impact forecasts require human review
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- No autonomous release of sensitive outputs
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- Analysts are responsible for interpretation
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---
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## Compliance
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Users of this repository are responsible for:
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- Compliance with local and international law
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- Compliance with platform terms (e.g., Hugging Face)
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- Respecting ethical and academic standards
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Violation of these principles is grounds for discontinuing use.
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