{
  "abstract": "A technical paper setting out the five variables (hardware amortisation, power draw, utilisation, request volume, model size) that decide whether on-premise AI inference is cheaper than a cloud API, with a worked illustrative example showing how the crossover point shifts with request volume.",
  "abstract_shown": true,
  "affiliations": [
    "Mickai LTD"
  ],
  "article_type": null,
  "arxiv": null,
  "author_total": 1,
  "authors": [
    {
      "affs": [
        0
      ],
      "name": "Micky Irons",
      "orcid": "0009-0000-5511-5858"
    }
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  "bibtex": "https://research.draconitic.com/paper/0gc4nqp8ec0dp.bib",
  "cited_by": 0,
  "doi": "10.5281/zenodo.23512629",
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  "id": "0gc4nqp8ec0dp",
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  "landing_url": "https://zenodo.org/records/23512629",
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  "licence": "CC-BY-4.0",
  "licence_label": "CC BY 4.0",
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  "pdf_url": "https://zenodo.org/api/records/23512629/files/Mickai-Sovereign-Inference-Economics-preprint.pdf/content",
  "pmcid": null,
  "pmid": null,
  "published": "2026-10-20",
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  "ris": "https://research.draconitic.com/paper/0gc4nqp8ec0dp.ris",
  "sources": [
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      "first_seen": "2026-11-03T12:20:31Z",
      "native_id": "23512629",
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      "url": "https://zenodo.org/records/23512629"
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  ],
  "subjects": [],
  "title": "Sovereign Inference Economics: The Real Crossover Point Between On-Premise and Cloud Inference",
  "title_text": "Sovereign Inference Economics: The Real Crossover Point Between On-Premise and Cloud Inference",
  "type": "preprint",
  "updated_at": "2026-11-03T12:20:31Z",
  "url": "https://research.draconitic.com/paper/0gc4nqp8ec0dp",
  "venue": "Zenodo",
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}