{
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   "before_text": "1. High-risk AI systems which make use of techniques involving the training of AI models with data shall be developed on the basis of training, validation and testing data sets that meet the quality criteria referred to in paragraphs 2 to 5 whenever such data sets are used.",
   "derivation_json_url": "https://eu-ai-act.standards.riskmandate.ai/provisions/eu-2024-1689/art_010/par_001/derivation.json",
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 "disclaimer": "COMPOSED TEXT - NOT AUTHENTIC. This is the EU AI Act (Regulation (EU) 2024/1689) with the Digital Omnibus on AI (Regulation (EU) 2026/1744, in force 27 July 2026) applied by a deterministic, gated parser. Only the Official Journal publications are authentic law; no official consolidated version existed when this was generated. Corrigenda R(01)-R(04) do not correct the English text (verified against CELLAR). Every fragment's derivation chain is available in the source graphs (vault: data/graph/). Not legal advice.",
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   "Article 10 is amended as follows:"
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  "id": "eu-2026-1744/art_001/pt_009/a",
  "in_force": "2026-07-27",
  "instruction_text": "paragraph 1 is replaced by the following:",
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  "payload_text": "1.High-risk AI systems which make use of techniques involving the training of AI models with data shall be developed on the basis of training, validation and testing data sets that meet the quality criteria referred to in paragraphs 2, 3 and 4 of this Article and in Article 4a(1) whenever such data sets are used.;",
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   "method": "grammar over enacting terms; cross-checked against payload Formex IDENTIFIER attributes where present",
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 "kind": "derivation",
 "markdown_url": "https://eu-ai-act.standards.riskmandate.ai/derivations/art_001__pt_009__a.md",
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 "schema": "eu-ai-act-current/v1",
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 "slug": "derivations/art_001__pt_009__a",
 "text_version": "2026-07-27",
 "title": "Derivation — eu-2026-1744/art_001/pt_009/a",
 "url": "https://eu-ai-act.standards.riskmandate.ai/derivations/art_001__pt_009__a.html"
}