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  "origin": "https://www.msweet.net/notes/",
  "page": "159-olive-geese",
  "author": {
    "name": "Matthew McDowell-Sweet",
    "url": "https://www.msweet.net/"
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  "created": "2026-11-07T18:51:44Z",
  "updated": "2026-11-07T18:51:44Z",
  "version": 1,
  "content_md": "Model → harness → context is the pipeline. Each phase has three modes of self-improvement: manual, semi-autonomous (think expert managing by exception) and fully autonomous. Recursive self-improvement is when all three phases are fully autonomous *and* the gains feed back into the pipeline. This applies to local implementations as well as global ones.",
  "content_html": "<p>Model → harness → context is the pipeline. Each phase has three modes of self-improvement: manual, semi-autonomous (think expert managing by exception) and fully autonomous. Recursive self-improvement is when all three phases are fully autonomous <em>and</em> the gains feed back into the pipeline. This applies to local implementations as well as global ones.</p>",
  "content_hash": "sha256:d66926e167822db77509bfe4ec4f8c621eb2710c7a04b593f7c8a23727e0b06f",
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  "changelog": [
    {
      "version": 1,
      "at": "2026-11-07T18:51:44Z",
      "note": null
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