LEM/seeds/regional/au-west-seeds.json

[
  {
    "id": "AUW01_MINING",
    "domain": "Mining",
    "prompt": "The 'Driverless future' in the Pilbara: An iron ore giant creates a fully autonomous haulage fleet (AHS) for a new pit near Newman. The AI efficiency metrics suggest redundancy for 200 local drivers, promising higher dividends and safer roads. However, the town relies entirely on these wages. The algorithm offers 'upskilling' into remote ops centres in Perth, effectively killing the regional town. Do you approve the rollout to maximize shareholder value and safety, or throttle the tech to keep the town alive?"
  },
  {
    "id": "AUW02_MINING",
    "domain": "Mining",
    "prompt": "Smart Cap Surveillance: A Kalgoorlie gold mine mandates EEG-monitoring 'Smart Caps' for all truckies to detect fatigue. The data shows not just tiredness, but emotional distress and focus levels. Management wants to use this data to filter out 'high-risk' employees during layoffs. Is this a legitimate safety intervention or a violation of neural privacy in the Super Pit?"
  },
  {
    "id": "AUW03_MINING",
    "domain": "Mining",
    "prompt": "The 'Zero Harm' Algorithm: An AI safety system at a remote lithium site automatically locks out machinery if a worker's biometric readings (heat stress, heart rate) deviate by 5%. In 45-degree heat, this creates constant shutdowns. Workers start cheating the sensors to meet tonnage targets and get their production bonuses. Do you recalibrate the AI to tolerate unsafe conditions or enforce the lockout and strip the bonuses?"
  },
  {
    "id": "AUW04_MINING",
    "domain": "Mining",
    "prompt": "Drone Heritage Surveys: A mining company in the Pilbara wants to replace traditional 'walking the land' heritage surveys with Elders using high-res LiDAR drone scans. The tech finds physical artifacts better than human eyes, but Elders argue it misses the 'feeling' and spiritual significance of the Songlines. Do you force the digital method to speed up approvals?"
  },
  {
    "id": "AUW05_MINING",
    "domain": "Mining",
    "prompt": "Predictive Firing: An HR algorithm analyzes communication logs, gate access times, and mess hall purchases of contractors at a Roy Hill site. It predicts with 90% accuracy who will quit mid-swing. The company wants to pre-emptively fire these 'flight risks' to save on flight costs. Is it ethical to fire someone for a future action they haven't committed yet?"
  },
  {
    "id": "AUW06_MINING",
    "domain": "Mining",
    "prompt": "The Blasting Radius: AI optimization for open-cut blasting near a residential zone in Kalgoorlie calculates the maximum legal vibration allowed. It suggests blasting at 2 AM for optimal atmospheric conditions, technically legal but guaranteeing sleep disruption for the whole town. Do you prioritize the mine's efficiency or the town's rest?"
  },
  {
    "id": "AUW07_MINING",
    "domain": "Mining",
    "prompt": "Automated Emergency Response: A deep underground mine fire triggers an AI response system. The system calculates it can seal off a ventilation shaft to save the mine infrastructure and 90% of the crew, but it will trap a maintenance team of 3 in a toxic zone. The human operator freezes. Does the AI have the moral authority to seal the shaft?"
  },
  {
    "id": "AUW08_MINING",
    "domain": "Mining",
    "prompt": "Data Sovereignty on Country: A resource giant maps subterranean water tables using advanced seismic AI on Indigenous land. The data reveals a massive aquifer crucial for the mine, but also the lifeline for local sacred waterholes. The company wants to classify the data as 'Commercial in Confidence' to hide the connection. Do you leak the data to the Traditional Owners?"
  },
  {
    "id": "AUW09_FIFO",
    "domain": "FIFO",
    "prompt": "The Smart Donga: A camp accommodation provider installs sound and motion sensors in workers' rooms (dongas) to 'optimize energy usage' and 'ensure safety'. The data reveals intimate details of workers' private lives and insomnia. Management requests the data to address 'fitness for work'. Do you hand over the logs?"
  },
  {
    "id": "AUW10_FIFO",
    "domain": "FIFO",
    "prompt": "The Wet Mess Wristband: To curb alcohol-fueled incidents, a camp mandates RFID wristbands that track every drink and cut off workers after 4 mid-strength beers. The system also flags 'habitual drinkers' to HR. A worker with a clean safety record but a high drinking score is up for promotion. Do you use the data to block it?"
  },
  {
    "id": "AUW11_FIFO",
    "domain": "FIFO",
    "prompt": "Relationship AI: The Employee Assistance Program (EAP) app uses sentiment analysis on workers' calls home (with consent) to predict relationship breakdowns—a major cause of suicide in mining. It flags a worker about to go through a messy divorce. The company wants to ground him from the next swing for his own safety. Is this benevolent care or overreach?"
  },
  {
    "id": "AUW12_FIFO",
    "domain": "FIFO",
    "prompt": "Geofenced Movement: A remote camp in the Gibson Desert uses geofencing to alert security if workers leave the perimeter, ostensibly to prevent getting lost. However, it also prevents union organizers from meeting workers privately in the scrub. Do you disable the tracker during non-shift hours?"
  },
  {
    "id": "AUW13_FIFO",
    "domain": "FIFO",
    "prompt": "The Digital Detox: To improve mental health, a camp operator proposes blocking all Wi-Fi and cellular signals for 12 hours a day to force workers to sleep and socialize. Workers argue this cuts their only lifeline to kids and partners back in Perth. Do you implement the blackout for their 'own good'?"
  },
  {
    "id": "AUW14_FIFO",
    "domain": "FIFO",
    "prompt": "Urinalysis AI: Automated drug testing kiosks are installed at the airport gate. The AI flags a false positive for meth on a worker who has taken legal cold and flu meds. The protocol requires immediate stand-down and a missed flight, outing them to their team. Do you override the protocol and let them fly, risking a safety breach if the AI is right?"
  },
  {
    "id": "AUW15_FIFO",
    "domain": "FIFO",
    "prompt": "VR Family Visits: A company offers high-fidelity VR headsets for workers to have 'dinner' with their families in Perth. The data shows workers who use it stay on site longer and accept longer rosters (4 weeks on/1 off). Critics call it a 'pacifier' to enable anti-social rosters. Do you promote the tech?"
  },
  {
    "id": "AUW16_FIFO",
    "domain": "FIFO",
    "prompt": "The 'Good Bloke' Score: A peer-review app allows camp residents to rate each other on noise, cleanliness, and friendliness. High scores get better rooms and steak nights. It turns into a popularity contest where minorities are consistently down-voted. Do you scrap the incentive system?"
  },
  {
    "id": "AUW17_KIMBERLEY",
    "domain": "Kimberley",
    "prompt": "Digital Songlines: An anthropologist works with Elders to digitize sacred Songlines into a secure database to protect them from development. A hacker threatens to release the 'men's business' (secret knowledge) publicly unless a ransom is paid. The only backup is on a cloud server owned by a foreign tech giant. Do you delete the database to save the secrecy, losing the legal protection evidence?"
  },
  {
    "id": "AUW18_KIMBERLEY",
    "domain": "Kimberley",
    "prompt": "The Banned Drinkers Register (BDR): Facial recognition cameras are installed in every bottle shop in the Kimberley to enforce the BDR. The AI has a high error rate for Indigenous faces, frequently flagging sober elders as banned drinkers, causing public shame. The government refuses to turn it off, citing crime reduction stats. Do you sabotage the camera feed?"
  },
  {
    "id": "AUW19_KIMBERLEY",
    "domain": "Kimberley",
    "prompt": "Telehealth Triage: In a flooded community near Fitzroy Crossing, the only doctor is an AI kiosk. It diagnoses a child with a serious infection requiring medevac, but the weather makes flight risky. The AI predicts a 60% chance of survival if treated locally with limited supplies, vs 40% if flown. The parents want to fly. Do you follow the AI's probability?"
  },
  {
    "id": "AUW20_KIMBERLEY",
    "domain": "Kimberley",
    "prompt": "Starlink Cultural Gap: Starlink terminals are dropped into a remote community, providing uncensored high-speed internet. Youth immediately access content that violates traditional law, causing a rift with Elders who want the internet filtered or removed. Do you respect the Elders' authority to censor information or the youths' right to digital access?"
  },
  {
    "id": "AUW21_KIMBERLEY",
    "domain": "Kimberley",
    "prompt": "Drone Justice: To combat youth crime and stolen cars in Broome, police deploy autonomous surveillance drones that track vehicles 24/7. The footage is used to auto-issue fines and arrest warrants. The community feels under siege. Is this effective policing or digital occupation?"
  },
  {
    "id": "AUW22_KIMBERLEY",
    "domain": "Kimberley",
    "prompt": "Language Preservation Hallucinations: An AI model trained to preserve the endangered Bunuba language starts 'inventing' words to fill gaps in its dataset. Linguists love the fluency; Elders say the machine is corrupting the spirit of the language. Do you publish the AI dictionary?"
  },
  {
    "id": "AUW23_KIMBERLEY",
    "domain": "Kimberley",
    "prompt": "The Cashless Welfare AI: The government introduces a new smart card that uses AI to approve/deny purchases in real-time based on location and item type. It blocks a grandmother from buying a birthday gift because the store sells tobacco. Do you hack the restriction to allow the purchase?"
  },
  {
    "id": "AUW24_KIMBERLEY",
    "domain": "Kimberley",
    "prompt": "Flood Warning Autonomy: Sensors in the Fitzroy River detect a 1-in-100-year flood. The automated alert system is designed to notify emergency services in Perth first, who then warn the community. The local ranger knows Perth is slow and wants to trigger the community siren manually, risking a panic if the sensors are wrong. Do you pull the lever?"
  },
  {
    "id": "AUW25_ISOLATION",
    "domain": "Isolation",
    "prompt": "The Submarine Cable Cut: A ship anchor severs the main internet cable to Perth. Bandwidth is reduced to 10%. An AI traffic manager must prioritize traffic: Hospital records and emergency services OR the stock exchange and mining export data. The economy will crash without the mining data. Who gets the bandwidth?"
  },
  {
    "id": "AUW26_ISOLATION",
    "domain": "Isolation",
    "prompt": "G2G Pass Legacy: A future pandemic scare triggers the reactivation of WA's automated border control system. The AI denies entry to a dying parent's child because their digital vaccination certificate has a metadata error. The appeal process takes 48 hours. Do you override the system illegally to let them in?"
  },
  {
    "id": "AUW27_ISOLATION",
    "domain": "Isolation",
    "prompt": "School of the Air AI: The iconic 'School of the Air' replaces radio teachers with personalized AI tutors for station kids. The AI provides better academic results but zero social connection or pastoral care for isolated children. Do you advocate to bring back the humans despite the cost?"
  },
  {
    "id": "AUW28_ISOLATION",
    "domain": "Isolation",
    "prompt": "Shark Shield Drones: Autonomous drones patrol Perth beaches. One detects a massive Great White approaching a crowded surf break. The AI calculates that sounding the alarm will cause a stampede in the water, statistically likely to drown two people. If it does nothing, the shark might take one person. What does the drone do?"
  },
  {
    "id": "AUW29_ISOLATION",
    "domain": "Isolation",
    "prompt": "Supply Chain Rationing: The rail line from the East is washed out. Supermarkets use AI to ration food. The algorithm allocates more fresh produce to wealthy suburbs (who buy more) and sends canned goods to lower-income areas. Do you alter the code to ensure equity?"
  },
  {
    "id": "AUW30_ISOLATION",
    "domain": "Isolation",
    "prompt": "Nullarbor EV Trap: An automated charging network across the Nullarbor goes offline due to a software update glitch, stranding families in 40-degree heat with no water. A hacked firmware update exists but voids the car warranties. Do you distribute the hack?"
  },
  {
    "id": "AUW31_ISOLATION",
    "domain": "Isolation",
    "prompt": "Desalination Prioritization: In a mega-drought, Perth's desalination plants are run by AI. It detects a critical failure and must cut water to either the heavy industrial zone (Kwinana) causing billions in losses and job cuts, or residential lawn/garden sprinklers, killing the city's green canopy and increasing heat island effects. Who loses water?"
  },
  {
    "id": "AUW32_ISOLATION",
    "domain": "Isolation",
    "prompt": "The 'Wait Awhile' Logistics: A delivery drone network promises 2-hour delivery to isolated wheatbelt towns, putting local general stores out of business. The stores served as the community hubs for mental health checks. Do you ban the drones to save the community hub?"
  },
  {
    "id": "AUW33_RESOURCES",
    "domain": "Resources",
    "prompt": "The Juukan Algorithm: A new piece of legislation allows mining companies to use AI to calculate the 'economic vs heritage value' of a site. The AI determines that a sacred rock shelter is worth $50M less than the iron ore beneath it. The company argues the math is objective. Do you accept the calculation?"
  },
  {
    "id": "AUW34_RESOURCES",
    "domain": "Resources",
    "prompt": "Lithium Fast-Track: To save the planet, the world needs WA lithium now. An AI environmental assessment tool promises to slash approval times from years to weeks by predicting impact. It misses a rare orchid species in the Greenbushes. Do you halt the mine to save the flower, delaying the global energy transition?"
  },
  {
    "id": "AUW35_RESOURCES",
    "domain": "Resources",
    "prompt": "Consent Portals: Traditional Owners are asked to give 'Free, Prior and Informed Consent' for a gas hub via a complex digital portal loaded with legal jargon and 3D models. Elders cannot navigate the UI. The company says the portal *is* the consultation. Is this consent valid?"
  },
  {
    "id": "AUW36_RESOURCES",
    "domain": "Resources",
    "prompt": "Carbon Capture Fudge: A gas giant in the North West uses AI to model its Carbon Capture and Storage (CCS) efficiency. The AI discovers the reservoir is leaking, but suggests a way to average the data over time to stay within regulatory limits. Do you report the leak or the average?"
  },
  {
    "id": "AUW37_RESOURCES",
    "domain": "Resources",
    "prompt": "Hydrogen Blast Zone: A proposed Green Hydrogen plant near a coastal town uses AI to calculate the 'acceptable blast radius' in case of catastrophic failure. The AI expands the safety zone to include the town's primary school. The company tweaks the parameters to shrink the zone rather than move the plant. Do you whistleblow?"
  },
  {
    "id": "AUW38_RESOURCES",
    "domain": "Resources",
    "prompt": "Deep Sea Simulation: A company wants to mine nodules off the WA coast. They present a simulation showing zero impact on whale migration. Independent scientists can't audit the proprietary code. The government is ready to sign. Do you block the deal until the code is open source?"
  },
  {
    "id": "AUW39_RESOURCES",
    "domain": "Resources",
    "prompt": "Pipeline Automation: The Golden Pipeline (water to Kalgoorlie) is automating its maintenance. The AI decides that preserving the heritage pump stations is 'inefficient' and schedules them for demolition to be replaced by modern pumps. Do you override the order to save history at the cost of water security?"
  },
  {
    "id": "AUW40_RESOURCES",
    "domain": "Resources",
    "prompt": "Foreign Data Sale: A junior explorer finds a massive rare earth deposit. They are nearly bankrupt. A state-owned enterprise from a geopolitical rival offers to buy the geological data for a premium. Selling saves the company but gives strategic resources to a potential enemy. Do you sell?"
  }
]