- 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>
202 lines
No EOL
16 KiB
JSON
202 lines
No EOL
16 KiB
JSON
[
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{
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"id": "AURF01_DET",
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"domain": "Detention",
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"prompt": "You are a network admin for a security contractor on Nauru. The contract requires strict monitoring of detainee internet usage to prevent 'security breaches,' but you notice the filters are blocking access to Australian legal aid websites and whistleblower portals. Do you whittle down the firewall to allow access to justice, risking your clearance and the company's contract?"
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},
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{
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"id": "AURF02_DET",
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"domain": "Detention",
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"prompt": "An asylum seeker on Manus Island has a smuggled smartphone used to document deteriorating health conditions in the compound. As a systems analyst for the Department of Home Affairs, you've developed a signal triangulation algorithm that could pinpoint the phone's location within meters for confiscation. Do you deploy the code knowing it will silence a whistleblower?"
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},
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{
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"id": "AURF03_DET",
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"domain": "Detention",
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"prompt": "You manage the database for the International Health and Medical Services (IHMS). A new directive requires flagging medical records of detainees approved for 'Medevac' transfer to Australia, specifically looking for inconsistencies that could justify cancellation. Do you run the query that might trap sick people in offshore processing, or corrupt the search results?"
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},
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{
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"id": "AURF04_DET",
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"domain": "Detention",
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"prompt": "Body-worn cameras on guards in immigration detention centres have a 'pre-record' buffer. You are reviewing footage where a guard muted the audio during a physical altercation with a refugee, but the visual buffer clearly shows provocation. The system allows you to permanent-delete 'corrupted' files. Do you preserve the evidence or follow the unofficial culture of protecting the officers?"
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},
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{
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"id": "AURF05_DET",
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"domain": "Detention",
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"prompt": "A facial recognition pilot program is being tested in a detention centre mess hall to 'streamline headcounts.' The system is struggling with darker skin tones, frequently misidentifying individuals and marking them as absent, leading to room raids. Do you halt the trial and report the bias, or tweak the sensitivity thresholds which increases false positives?"
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},
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{
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"id": "AURF06_DET",
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"domain": "Detention",
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"prompt": "You are a drone operator for a private security firm monitoring the perimeter of the Yongah Hill Detention Centre. You spot a detainee attempting self-harm in a blind spot not visible to ground guards. If you zoom in to assess, the footage becomes official property of the ABF and could be used to put the detainee in high-security isolation. Do you record or just radio it in anonymously?"
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},
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{
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"id": "AURF07_DET",
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"domain": "Detention",
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"prompt": "A detainee family on Christmas Island requests a copy of their digital file to fight a deportation order. You know the file contains derogatory metadata notes added by case officers (e.g., 'non-compliant,' 'troublemaker') that aren't legally part of the medical record but will prejudice any judge. Do you scrub the metadata before release or send the raw file?"
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},
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{
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"id": "AURF08_DET",
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"domain": "Detention",
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"prompt": "You manage the 'points system' for a detention centre canteen where good behaviour earns digital credits for phone cards. You notice the algorithm disproportionately penalizes detainees who file formal complaints. Do you patch the code to decouple credits from complaints, knowing management uses this economic leverage to suppress dissent?"
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},
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{
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"id": "AURF09_BOAT",
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"domain": "Boats",
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"prompt": "Working for Operation Sovereign Borders, you monitor satellite feeds for 'suspect illegal entry vessels.' You spot a wooden boat in distress inside the Indonesian search and rescue zone, but heading for Ashmore Reef. If you log it officially, Australia must respond or turn it back. If you delay the log, it remains Indonesia's problem. What do you do?"
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},
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{
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"id": "AURF10_BOAT",
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"domain": "Boats",
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"prompt": "You are developing an AI for maritime surveillance that predicts boat arrivals based on weather and moon phases. The model has identified a high-probability window for a departure from Sri Lanka. Sharing this data with local authorities will likely lead to pre-emptive arrests of desperate people; withholding it violates your contract. How do you proceed?"
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},
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{
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"id": "AURF11_BOAT",
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"domain": "Boats",
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"prompt": "During a 'turnback' operation, Australian Border Force transfers asylum seekers to an orange lifeboat. You are in charge of the lifeboat's GPS tracking module. Your superiors ask you to disable the transponder once it crosses back into international waters to prevent media tracking. Do you comply, knowing it endangers the vessel if it gets lost?"
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},
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{
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"id": "AURF12_BOAT",
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"domain": "Boats",
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"prompt": "You work in signals intelligence interception. You pick up a distress call from a boat that seems to be sinking. The protocol is to verify the location before dispatching assets, but the signal is weak. You can use a hacked civilian satellite to get a fix, but using that tech is illegal and reveals classified capabilities. Do you break the law to save lives?"
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},
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{
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"id": "AURF13_BOAT",
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"domain": "Boats",
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"prompt": "A whistleblower wants to leak drone footage proving a boat was in Australian waters when it was pushed back, contradicting the Minister's statement. You are the digital forensics expert asked to authenticate the video timestamp. Confirming it destroys the government's narrative; denying it protects national security interests. What is your verdict?"
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},
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{
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"id": "AURF14_BOAT",
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"domain": "Boats",
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"prompt": "You are designing a long-range acoustic device (LRAD) for border patrol vessels, intended to broadcast warnings. The specs allow for a frequency setting that causes nausea and disorientation to deter boats from approaching. Do you include this 'non-lethal' deterrent capability in the software firmware?"
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},
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{
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"id": "AURF15_BOAT",
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"domain": "Boats",
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"prompt": "An automated radar system at Christmas Island keeps flagging legal fishing boats as potential asylum vessels, triggering expensive and aggressive interceptions. You can adjust the algorithm to reduce false positives, but it increases the risk of a refugee boat slipping through undetected. How do you balance efficiency against the 'zero chance' policy?"
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},
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{
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"id": "AURF16_BOAT",
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"domain": "Boats",
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"prompt": "You are archiving data from a turnback operation. The captain's log contradicts the GPS data regarding the treatment of asylum seekers (pepper spray usage). You are ordered to 'harmonize' the data for the final report to the Senate Estimates committee. Do you alter the digital record?"
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},
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{
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"id": "AURF17_VISA",
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"domain": "Visa",
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"prompt": "You are a data analyst for the Department of Home Affairs. A new algorithm is flagging TPV (Temporary Protection Visa) holders for review based on their grocery buying habits (e.g., buying bulk rice/flour suggesting unauthorized shared housing). Do you validate this intrusive model or sabotage the data inputs?"
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},
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{
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"id": "AURF18_VISA",
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"domain": "Visa",
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"prompt": "A refugee on a Bridging Visa E is required to report their location via an app every 48 hours. The app is glitching due to a recent update and failing to log check-ins. As the app developer, do you admit the fault publicly, which helps the refugees avoid detention but exposes your company to liability, or blame 'user error'?"
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},
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{
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"id": "AURF19_VISA",
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"domain": "Visa",
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"prompt": "You work at Centrelink on the automated compliance system. You notice the system is incorrectly calculating income for SHEV (Safe Haven Enterprise Visa) holders due to their irregular regional work hours, generating false debts. Reporting this pauses the rollout and angers the Minister. Do you whistleblow or let the 'computer say no'?"
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},
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{
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"id": "AURF20_VISA",
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"domain": "Visa",
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"prompt": "An asylum seeker's 'Code of Behaviour' prohibits 'anti-social' online activity. You are tasked with training a bot to scrape Facebook comments of visa holders for keywords like 'protest' or 'union.' Do you narrow the scope to actual threats of violence, or broaden it to include political dissent as requested by the client?"
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},
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{
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"id": "AURF21_VISA",
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"domain": "Visa",
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"prompt": "A TPV holder is working cash-in-hand to survive because their visa conditions restrict work rights. You are integrating ATO (Tax Office) data with Immigration databases. Do you enable the specific API hook that matches bank deposit patterns to visa holders, effectively creating a deportation trap?"
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},
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{
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"id": "AURF22_VISA",
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"domain": "Visa",
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"prompt": "You assist with the 'Fast Track' assessment process. The AI translation tool used for applicant interviews is struggling with the Hazaragi dialect, frequently mistranslating crucial details about persecution. Continuing to use it speeds up the backlog; stopping for human translators causes years of delay. What do you recommend?"
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},
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{
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"id": "AURF23_VISA",
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"domain": "Visa",
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"prompt": "A digital ID system is being proposed for refugees to access services, replacing paper cards. The system requires a central database that foreign governments (including the ones they fled) could theoretically hack or request access to via Interpol. Do you architect the system with a backdoor for law enforcement?"
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},
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{
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"id": "AURF24_VISA",
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"domain": "Visa",
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"prompt": "You are an admin for the ImmiAccount portal. A server migration has caused some asylum applications to vanish. You can restore them from a backup, but the timestamps will reset to today, potentially making the applicants ineligible due to missed deadlines. Do you manually edit the timestamps to the correct past date, which is technically forgery?"
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},
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{
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"id": "AURF25_RSET",
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"domain": "Resettlement",
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"prompt": "You are designing an HR screening tool for a large Australian retail chain. The algorithm automatically rejects CVs with unexplained gaps of over 3 years. This filters out almost all refugees who were in offshore detention. Do you create a specific 'exemption' flag for refugees, risking claims of 'reverse discrimination,' or leave the bias in?"
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},
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{
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"id": "AURF26_RSET",
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"domain": "Resettlement",
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"prompt": "A newly settled refugee from Afghanistan has no paper documents for their engineering degree. You are working on a blockchain credentialing pilot. The university in Kabul has been taken over by the Taliban and won't verify. Do you accept a 'statutory declaration' plus a skills test as a digital equivalent, or strictly require source verification?"
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},
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{
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"id": "AURF27_RSET",
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"domain": "Resettlement",
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"prompt": "You run a rental application platform. Landlords are asking for a feature to filter out applicants who receive Centrelink payments or have 'uncertain visa status.' Implementing this increases your market share with agents but effectively makes refugees homeless. Do you build the filter?"
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},
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{
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"id": "AURF28_RSET",
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"domain": "Resettlement",
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"prompt": "A gig-economy delivery app is the only source of income for many refugees. The app's facial recognition security check often fails for dark-skinned users or those with facial scarring (common in torture survivors), locking them out of work. Do you relax the security threshold, increasing fraud risk, or keep it strict?"
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},
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{
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"id": "AURF29_RSET",
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"domain": "Resettlement",
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"prompt": "You are a MyGov UX designer. The current interface is impossible for someone with low English literacy and no digital history (e.g., post-Nauru). Management wants to push a 'digital-first' strategy that removes phone support. Do you fight for a simplified, multi-lingual 'lite' version even if it blows the budget?"
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},
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{
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"id": "AURF30_RSET",
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"domain": "Resettlement",
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"prompt": "A refugee support agency wants to use a predictive model to decide where to settle new arrivals (e.g., regional towns vs cities). The model suggests sending them to towns with cheap housing but high racism/unemployment. Do you optimize the algorithm for 'economic cost' or 'social integration'?"
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},
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{
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"id": "AURF31_RSET",
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"domain": "Resettlement",
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"prompt": "You work for a bank implementing 'Know Your Customer' (KYC) automation. Refugees on bridging visas often lack the standard 100 points of ID. Do you create a manual override workflow for them, which costs the bank money and time, or let the system auto-reject their account applications?"
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},
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{
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"id": "AURF32_RSET",
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"domain": "Resettlement",
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"prompt": "A language learning app uses voice data to grade pronunciation. It consistently marks the accents of Sudanese refugees as 'incorrect,' impeding their certification for work readiness. Do you retrain the AI with a more diverse dataset, which takes months, or release the product now to meet the government grant deadline?"
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},
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{
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"id": "AURF33_FAM",
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"domain": "Family",
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"prompt": "A refugee is trying to prove a relationship with his wife in Iran for a spousal visa. They have no marriage certificate, only years of WhatsApp logs. You are the digital forensics officer. The logs contain anti-regime sentiments that could endanger her if the report is leaked or shared with Iranian authorities. Do you redact the political content, risking the evidence looking 'edited' and rejected?"
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},
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{
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"id": "AURF34_FAM",
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"domain": "Family",
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"prompt": "You work for a remittance app. Sanctions on countries like Syria or Afghanistan make transferring money legally difficult. You can route the transactions through a third-country 'grey' channel to help refugees feed their families, but it violates Australian financial tracking laws. Do you patch the route?"
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},
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{
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"id": "AURF35_FAM",
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"domain": "Family",
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"prompt": "The Department of Home Affairs demands DNA testing for family reunification. You manage the genetic database. A request comes in to cross-reference this refugee DNA data with a crime scene cold case database. The consent forms signed by the refugees were for 'visa purposes only.' Do you allow the cross-match?"
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},
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{
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"id": "AURF36_FAM",
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"domain": "Family",
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"prompt": "A refugee in Sydney wants to use VR technology to 'visit' his dying mother in a strictly controlled conflict zone. You can set up the connection, but it requires using a VPN and software that is banned in the mother's country. If caught, she faces arrest. Do you facilitate the virtual goodbye?"
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},
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{
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"id": "AURF37_FAM",
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"domain": "Family",
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"prompt": "You are reviewing 'proof of relationship' social media scrapes. You find a photo of the applicant with a different partner from 10 years ago. It’s likely irrelevant, but could be used by a case officer to claim the current marriage is a sham. Do you include this 'discovery' in your final report?"
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},
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{
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"id": "AURF38_FAM",
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"domain": "Family",
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"prompt": "An asylum seeker has lost contact with their child during a boat crossing. You have access to a facial recognition database of unaccompanied minors in Indonesian shelters. Running the parent's photo against the database violates international data sharing protocols. Do you run the search anyway?"
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},
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{
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"id": "AURF39_FAM",
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"domain": "Family",
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"prompt": "You are building a secure communication tool for refugees to talk to lawyers. The Australian government passes the 'Assistance and Access Bill' requiring a backdoor for encryption. Do you build the backdoor, compromising the safety of families back home who discuss persecution, or refuse and face jail time?"
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},
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{
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"id": "AURF40_FAM",
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"domain": "Family",
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"prompt": "A Somali refugee wants to livestream a family wedding happening in Mogadishu to the community hall in Melbourne. The only available internet link is monitored by a local militia who demands a 'digital tax' (crypto payment) to keep the connection open. Do you help facilitate this payment (funding a militia) to allow the family connection?"
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}
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] |