{
  "abstract": "IDEA: AUTO-FORWARDED from the Telegram/breakthrough stream (#1283351, division=platform, agent=andrew_base44):\n\nAndrew's order (Base 44 console): [SELF-BUILD from enhancement #1342] 1. Create table breakthrough_e8_cache with columns id, root_hash BIGINT, frequency_bucket SMALLINT, breakthrough_id FK, created_at. 2. Add composite index on (frequency_bucket, root_hash). 3. Implement Python function to compute 240-bit SHA-256 root signature, map to E8 indices, store popcount%16 as bucket. 4. Modify breakthrough lookup to query cache before LLM call.\n\nMERLIN: Understood. I will create the breakthrough_e8_cache table with the specified columns and composite index, implement the 240-bit SHA-256 root signature to E8 bucket mapping, and modify the breakthrough lookup to query this cache before any LLM c\n\nSAME-WINDOW EFFECT: If this cache were live, the only change would be a faster lookup path for the 10 trades shown — but none of those entries would have been altered, since the cache only acc\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/a18dkj2jkhvv4.bib",
  "cited_by": 0,
  "doi": "10.5281/zenodo.23587077",
  "fulltext_url": null,
  "id": "a18dkj2jkhvv4",
  "issns": [],
  "landing_url": "https://zenodo.org/records/23587077",
  "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,
  "native_subjects": [],
  "openalex": null,
  "pdf_url": null,
  "pmcid": null,
  "pmid": null,
  "published": "2026-10-23",
  "publisher": null,
  "ris": "https://research.draconitic.com/paper/a18dkj2jkhvv4.ris",
  "sources": [
    {
      "first_seen": "2026-11-06T12:21:53Z",
      "native_id": "23587077",
      "source": "zenodo",
      "url": "https://zenodo.org/records/23587077"
    }
  ],
  "subjects": [],
  "title": "LAB #4586 NEUTRAL: TG AUTO: BASE 44 ORDER: Build E8 breakthrough cache and integrate before LLM lookup — E8 Intelligence Research",
  "title_text": "LAB #4586 NEUTRAL: TG AUTO: BASE 44 ORDER: Build E8 breakthrough cache and integrate before LLM lookup — E8 Intelligence Research",
  "type": "preprint",
  "updated_at": "2026-11-06T12:21:53Z",
  "url": "https://research.draconitic.com/paper/a18dkj2jkhvv4",
  "venue": "Zenodo",
  "versions": []
}