{
  "id": "lm-001234",
  "title": "小模型開源訓練作為高 ROI 時代槓桿：從雲端算力、主權敘事到規則位置的政治經濟學分析",
  "source_file": "content/papers/2026/2026-07/小模型開源訓練作為高 ROI 時代槓桿：從雲端算力、主權敘事到規則位置的政治經濟學分析.md",
  "legacy_slug": "ROI.md",
  "ext": "md",
  "language": "zh-Hant",
  "created": "2026-07-05",
  "year": 2026,
  "month": "2026-07",
  "date_confidence": "explicit",
  "date_basis": "git-first-add (publication/upload date; not the author's in-text writing date)",
  "canonical_url": "/p/lm-001234/",
  "raw_url": "/raw/lm-001234.md",
  "api_url": "/api/papers/lm-001234.json",
  "legacy_page_url": "/papers/ROI.md.html",
  "legacy_raw_url": "/papers/ROI.md",
  "hash": "sha256:da63df4d4999504534a9a9e0320034a3905ce28411cf0cb2b45ceb5062652f43"
}
