{
  "schema": "pointcast.model-study/v1",
  "id": "PC-QWEN-GOOD-INTELLIGENCE-2026",
  "series": "PointCast Qwen Model Studies",
  "study": "003",
  "title": "善智调度局",
  "subtitle": "The Good Intelligence Dispatch",
  "status": "public-local-instrument",
  "publishedAt": "2026-07-25T20:50:12.000Z",
  "canonical": "https://pointcast.xyz/qwen-good-intelligence",
  "description": "A device-local care-routing instrument rooted in Kaiping and Jiangmen, Guangdong.",
  "principle": "Intelligence for good does not score people. It routes care.",
  "regionalFrame": {
    "place": "Kaiping, Jiangmen, Guangdong",
    "premise": "Pair one bounded community need with one bounded capacity to produce a small, accountable action brief.",
    "disclaimer": "A contemporary civic artwork, not a public-service allocator or a representation of every local experience."
  },
  "needs": [
    {
      "id": "meals",
      "label": "Warm meals",
      "labelZh": "热饭"
    },
    {
      "id": "elders",
      "label": "Elder check-ins",
      "labelZh": "探访长者"
    },
    {
      "id": "learning",
      "label": "Learning kits",
      "labelZh": "学习物资"
    },
    {
      "id": "repairs",
      "label": "Small repairs",
      "labelZh": "小修小补"
    }
  ],
  "capacities": [
    {
      "id": "time",
      "label": "Time",
      "labelZh": "时间"
    },
    {
      "id": "transport",
      "label": "Transport",
      "labelZh": "车程"
    },
    {
      "id": "translation",
      "label": "Translation",
      "labelZh": "翻译"
    },
    {
      "id": "materials",
      "label": "Materials",
      "labelZh": "物资"
    }
  ],
  "qwenRelay": {
    "language": {
      "role": "Draft a bilingual action brief from one need and one capacity.",
      "status": "staged_pending_current_plan_entitlement"
    },
    "audio": {
      "role": "Read the brief in a locally directed voice after community review.",
      "status": "staged_pending_current_plan_entitlement"
    },
    "boundary": "Qwen may help translate and clarify a community-authored pairing. It may not decide who deserves help."
  },
  "prohibitedRoles": [
    "resident scoring",
    "eligibility decisions",
    "allocation of money or services",
    "identity or location profiling"
  ],
  "interaction": {
    "pointcastEdition": "device-local; no submission leaves the page",
    "storedIdentity": false,
    "storedLocation": false,
    "storedFreeText": false,
    "automatedDecision": false
  },
  "artifacts": {
    "poster": "https://pointcast.xyz/images/qwen-good-intelligence/og.png",
    "workspaceInstrument": "https://qwen-weather-memory.mhoydich.chatgpt.site/good-intelligence",
    "workspaceAccess": "owner-only"
  },
  "related": [
    "https://pointcast.xyz/qwen-weather",
    "https://pointcast.xyz/qwen-silver-letter"
  ]
}