{
  "abstract": "Andrew's order (Base 44 console): [SELF-BUILD from enhancement #1285] Create table breakthrough_cache (id bigserial primary key, pair_hash bigint not null, payload jsonb not null, created_at timestamptz default now()); create index on breakthrough_cache(pair_hash); in Python, compute pair_hash = hash(title) ^ hash(content), check cache, else LLM call and insert.\n\nMERLIN: Understood — you want a persistent breakthrough cache keyed by pair_hash (title XOR content hash) to avoid duplicate LLM calls. I'll create the table and index, then implement the Python check-then-insert logic so the swarm only calls the LLM on cache misses. I'll wire it into the breakthrough pipeline now.\n\nAuthor: Andrew Stewart Caldin, Independent Researcher, UK. Part of the E8 Intelligence Research series. Platform: e8intelligence.com",
  "abstract_shown": true,
  "affiliations": [
    "Independent Researcher, United Kingdom"
  ],
  "article_type": null,
  "arxiv": null,
  "author_total": 1,
  "authors": [
    {
      "affs": [
        0
      ],
      "name": "Andrew Stewart Caldin"
    }
  ],
  "bibtex": "https://research.draconitic.com/paper/f0yzxsy483159.bib",
  "cited_by": 0,
  "doi": "10.5281/zenodo.23431427",
  "fulltext_url": null,
  "id": "f0yzxsy483159",
  "issns": [],
  "landing_url": "https://zenodo.org/records/23431427",
  "language": "eng",
  "licence": "CC-BY-4.0",
  "licence_label": "CC BY 4.0",
  "licence_source": "article",
  "licence_url": "https://creativecommons.org/licenses/by/4.0/",
  "metadata_licence": null,
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  "published": "2026-10-17",
  "publisher": null,
  "ris": "https://research.draconitic.com/paper/f0yzxsy483159.ris",
  "sources": [
    {
      "first_seen": "2026-10-31T12:21:58Z",
      "native_id": "23431427",
      "source": "zenodo",
      "url": "https://zenodo.org/records/23431427"
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  ],
  "subjects": [],
  "title": "BASE 44 ORDER: Build breakthrough_cache table and Python caching layer — E8 Intelligence Research",
  "title_text": "BASE 44 ORDER: Build breakthrough_cache table and Python caching layer — E8 Intelligence Research",
  "type": "preprint",
  "updated_at": "2026-10-31T12:21:58Z",
  "url": "https://research.draconitic.com/paper/f0yzxsy483159",
  "venue": "Zenodo",
  "versions": []
}