{
  "id": "lm-004098",
  "title": "拿掉 LOOP 還剩多少智能？：單次智能、鷹架依賴與隱藏計算成本 — How Much Intelligence Remains Without the Loop_ Single-Pass Capability, Scaffolding D",
  "source_file": "content/papers/2026/2026-09/拿掉 LOOP 還剩多少智能？：單次智能、鷹架依賴與隱藏計算成本 — How Much Intelligence Remains Without the Loop_ Single-Pass Capability, Scaffolding D.md",
  "legacy_slug": "LOOP-How-Much-Intelligence-Remains-Without-the-Loop_-Single-Pass-Capability-Scaffolding-D.md",
  "ext": "md",
  "language": "zh-Hant",
  "authorship": "collaborative",
  "created": "2026-09-10",
  "year": 2026,
  "month": "2026-09",
  "date_confidence": "explicit",
  "date_basis": "git-first-add (publication/upload date; not the author's in-text writing date)",
  "canonical_url": "/p/lm-004098/",
  "raw_url": "/raw/lm-004098.md",
  "api_url": "/api/papers/lm-004098.json",
  "legacy_page_url": "/papers/LOOP-How-Much-Intelligence-Remains-Without-the-Loop_-Single-Pass-Capability-Scaffolding-D.md.html",
  "legacy_raw_url": "/papers/LOOP-How-Much-Intelligence-Remains-Without-the-Loop_-Single-Pass-Capability-Scaffolding-D.md",
  "hash": "sha256:240e53bf8407bc462a9b10292e791aca10e2e13ecdac9dd7927183c94a2a813d"
}