Provenance for a Model You Did Not Train

A February 2026 audit found 95.8 per cent of public models cannot tell you where they came from, even as the European Union Artificial Intelligence Act demands supply-chain evidence. You cannot fix a model's murky origin after the fact, but you can sign what it did at the moment it did it.Originally published at https://mickai.co.uk/articles/provenance-for-a-model-you-did-not-train. Mickai is a Sovereign Intelligence Operating System; the Open Audit Record signs every artificial intelligence action before it executes, post-quantum and offline-verifiable. 101 filed UK patent applications, Mickai LTD (Companies House 17166618).

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Publication Details

Journal
Zenodo (CERN European Organization for Nuclear Research)
Published
2026-06-13
DOI
https://doi.org/10.5281/zenodo.20674246
Primary Topic
Scientific Computing and Data Management
Type
article
Field-Weighted Citation Impact
0.00
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article

Provenance for a Model You Did Not Train

Micky Irons
Zenodo (CERN European Organization for Nuclear Research)
Scientific Computing and Data Management
article

Provenance for a Model You Did Not Train

Micky Irons
article en

Abstract

A February 2026 audit found 95.8 per cent of public models cannot tell you where they came from, even as the European Union Artificial Intelligence Act demands supply-chain evidence. You cannot fix a model's murky origin after the fact, but you can sign what it did at the moment it did it.Originally published at https://mickai.co.uk/articles/provenance-for-a-model-you-did-not-train. Mickai is a Sovereign Intelligence Operating System; the Open Audit Record signs every artificial intelligence action before it executes, post-quantum and offline-verifiable. 101 filed UK patent applications, Mickai LTD (Companies House 17166618).

Zenodo (CERN European Organization for Nuclear Research)
Maryland Institute College of Art (US)
Peace, Justice and strong institutions
Openalex Percentile: Top 2%
Scientific Computing and Data Management
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