{
  "id": "lm-000493",
  "title": "從 AI 工程師短缺到 Agent 整合架構師：企業 AI 轉型中的人才錯配與培訓模型",
  "source_file": "content/papers/2026/2026-06/從 AI 工程師短缺到 Agent 整合架構師：企業 AI 轉型中的人才錯配與培訓模型.md",
  "legacy_slug": "AI-Agent-AI.md",
  "ext": "md",
  "language": "zh-Hant",
  "authorship": "collaborative",
  "created": "2026-06-23",
  "year": 2026,
  "month": "2026-06",
  "date_confidence": "explicit",
  "date_basis": "git-first-add (publication/upload date; not the author's in-text writing date)",
  "canonical_url": "/p/lm-000493/",
  "raw_url": "/raw/lm-000493.md",
  "api_url": "/api/papers/lm-000493.json",
  "legacy_page_url": "/papers/AI-Agent-AI.md.html",
  "legacy_raw_url": "/papers/AI-Agent-AI.md",
  "hash": "sha256:f0b1f9bac6257c036faf7be334f0129371deab981aef4b305be539471b934b02"
}
