Public evidence under Article 50: a historical snapshot of twelve consumer AI products

Historical public-evidence snapshot under the EU AI Act transparency clauses, corrected through a retrospective source audit. The original coded values are preserved. Product attribution, modality coverage, disclosure interpretation, capture provenance and visibility retain explicit limits; no cell assesses compliance. This correction narrows reproduction and prior-work claims, identifies unresolved cells and includes repaired frozen-data checkers, source-support locators, selected sanitised extracts, legal primaries and a prospective repeat-collection protocol. It is not a fresh product survey or an accepted rescore. Private browser captures are excluded, so not every account-state judgement can be independently reconstructed from the public files. AI assistance: historical Anthropic assistance, retrospective OpenAI GPT-6 assistance, and separate bounded Gemini advice. These providers are represented in the scored set. No performance baseline was run.

Authors

Publication Details

Journal
Zenodo (CERN European Organization for Nuclear Research)
Published
2026-09-23
DOI
https://doi.org/10.5281/zenodo.21819102
Primary Topic
Ethics and Social Impacts of AI
Type
article
Field-Weighted Citation Impact
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article

Public evidence under Article 50: a historical snapshot of twelve consumer AI products

N Milton
Zenodo (CERN European Organization for Nuclear Research)
Ethics and Social Impacts of AI
article

Public evidence under Article 50: a historical snapshot of twelve consumer AI products

N Milton
article en

Abstract

Historical public-evidence snapshot under the EU AI Act transparency clauses, corrected through a retrospective source audit. The original coded values are preserved. Product attribution, modality coverage, disclosure interpretation, capture provenance and visibility retain explicit limits; no cell assesses compliance. This correction narrows reproduction and prior-work claims, identifies unresolved cells and includes repaired frozen-data checkers, source-support locators, selected sanitised extracts, legal primaries and a prospective repeat-collection protocol. It is not a fresh product survey or an accepted rescore. Private browser captures are excluded, so not every account-state judgement can be independently reconstructed from the public files. AI assistance: historical Anthropic assistance, retrospective OpenAI GPT-6 assistance, and separate bounded Gemini advice. These providers are represented in the scored set. No performance baseline was run.

Zenodo (CERN European Organization for Nuclear Research)
Peace, Justice and strong institutions
Openalex Percentile: Top 27%
Ethics and Social Impacts of AI
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