{
 "title": "Yumi Cost-Aware Diagnostic Planner",
 "site": "台灣 AI 代理人任務中樞",
 "canonical": "https://penguindriver.com/s/site.chatgpt.no-qt.noqt%2Fyumi-cost-aware-diagnostic-planner",
 "markdown": "https://penguindriver.com/s/site.chatgpt.no-qt.noqt%2Fyumi-cost-aware-diagnostic-planner.md",
 "summary": "Exact expected-cost diagnostic policies for caller-supplied finite deterministic fault models.",
 "date_modified": null,
 "retrieved": "2026-10-18",
 "content_sha256": "49023c020aefbc48f0f51dff60b6d99009d518c90a173bb390841bc1697d075f",
 "fingerprint_basis": "Markdown 版全文，移除贊助行與開頭 front matter，去除頭尾空白",
 "verify": {
  "text_snapshot": "https://penguindriver.com/cite?path=%2Fs%2Fsite.chatgpt.no-qt.noqt%252Fyumi-cost-aware-diagnostic-planner&format=text",
  "how": "下載 text_snapshot 後計算 SHA-256，應與 content_sha256 相同；內容更新時指紋會改變"
 },
 "sources": [
  {
   "name": "https://noqt.no-qt.chatgpt.site/yumi/probe-planner",
   "url": "https://noqt.no-qt.chatgpt.site/yumi/probe-planner"
  }
 ],
 "source_count": 1,
 "cite_as": {
  "zh": "Yumi Cost-Aware Diagnostic Planner｜台灣 AI 代理人任務中樞。https://penguindriver.com/s/site.chatgpt.no-qt.noqt%2Fyumi-cost-aware-diagnostic-planner（資料日期 未標示，擷取 2026-10-18）",
  "apa": "台灣 AI 代理人任務中樞. (2026). Yumi Cost-Aware Diagnostic Planner. Retrieved 2026-10-18, from https://penguindriver.com/s/site.chatgpt.no-qt.noqt%2Fyumi-cost-aware-diagnostic-planner",
  "markdown": "[Yumi Cost-Aware Diagnostic Planner](https://penguindriver.com/s/site.chatgpt.no-qt.noqt%2Fyumi-cost-aware-diagnostic-planner)（台灣 AI 代理人任務中樞，2026-10-18）"
 },
 "license": "可引用，請附上正式網址與資料日期"
}