EU AI Act GPAI Model Documentation

Detects general-purpose AI (GPAI) model provider documentation under Article 53 of the EU AI Act (Regulation (EU) 2024/1689): Annex XI technical documentation for the AI Office, Annex XII information packs for downstream providers, the Article 53(1)(d) public summary of training content, and Article 55 systemic-risk evaluation material (adversarial testing / red-teaming reports). Pre-publication drafts reveal model internals, training-data provenance, compute and energy figures, and systemic-risk findings.

Type

keyword_proximity

Engine

universal

Confidence

medium

Confidence justification

Medium confidence: honest topic matcher. 'General-purpose AI model' is the regulation's defined term and anchors the document class, but it also saturates news, marketing, and academic commentary on the AI Act; tiers therefore require Annex XI/XII item vocabulary and AI Office / systemic-risk corroboration, and the bare-primary tier is discovery-only. No identifier-grade precision is promised.

Jurisdictions

eu

Regulations

Regulation (EU) 2024/1689 (AI Act)

Frameworks

ISO/IEC 42001, ISO 27001

Data categories

legal, emerging

Scope

wide

Risk rating

7

Pattern

(?i)\b(?:general[-\s]purpose\s+AI\s+model|public\s+summary\s+of\s+training\s+content|summary\s+about\s+the\s+content\s+used\s+for\s+training|technical\s+documentation\s+of\s+the\s+(?:GPAI\s+)?model)\b

Corroborative evidence keywords

AI Office, downstream providers, acceptable use policies, training, testing and validation, number of parameters, modality, methods of distribution, computational resources, energy consumption, adversarial testing, red teaming, model evaluation, systemic risk, curation methodologies, provenance, Union law on copyright, reservation of rights, data sources, synthetic data, Annex XI (+3 more)

Proximity: 300 characters

Should match

• CONFIDENTIAL — Technical documentation of the general-purpose AI model 'Borealis-70B' Drawn up pursuant to Article 53(1)(a) and Annex XI, Regulation (EU) 2024/1689, for provision to the AI Office on request. 1.1 Tasks the model is intended to perform; acceptable use policies applicable. 1.2 Architecture and number of parameters: decoder-only transformer, 70.6B parameters. 1.3 Modality and format of inputs and outputs: text in, text out. 2.3 Computational resources used to train the model (FLOPs) and known energy consumption. — Annex XI technical documentation for a GPAI model provider
• DRAFT v0.4 — Public Summary of Training Content, prepared in accordance with Article 53(1)(d) and the AI Office template. Main data source categories: publicly available datasets, licensed datasets, and crawled and scraped online content collected up to March 2026, plus synthetic data generated in-house. Measures to identify and comply with a reservation of rights under Union law on copyright are described in Section 3. — Draft public summary of training content per the AI Office template
• Information pack for downstream providers integrating the general-purpose AI model into their AI systems (Annex XII): technical means required for integration, the modality and format of inputs and outputs, acceptable use policies, and the licence. Includes information on the data used for training, testing and validation, covering the type and provenance of data and curation methodologies. — Annex XII transparency information for downstream providers
• Internal — Article 55 evaluation report for the general-purpose AI model with systemic risk: results of model evaluation under standardised protocols, findings from external adversarial testing (red teaming) of the March checkpoint, and serious-incident tracking arrangements agreed with the AI Office. Not for release. — Systemic-risk model evaluation and adversarial testing report

Should not match

• Brussels — Obligations for general-purpose AI models entered into application on 2 August 2025, the Commission said in a press release. Providers now face fines of up to 3% of global turnover, and the AI Office has begun assessing compliance. Industry lobbyists called the timeline unrealistic. — News article about GPAI obligations (filter-dependent negative)
• Struggling with GPAI compliance? Our platform auto-generates your Annex XI documentation and training-data summaries in minutes. Start your free trial today or book a demo with our compliance experts — trusted by leading model providers. — Vendor marketing for GPAI compliance tooling
• Abstract — This peer-reviewed paper examines transparency obligations for general-purpose AI models under the EU AI Act and argues that the training-content summary requirement is unlikely to enable effective copyright enforcement. We survey 14 model releases. — Academic paper on GPAI transparency obligations (filter-dependent negative)
• Client alert: under Article 53(1)(d) of the AI Act, providers must 'draw up and make publicly available a sufficiently detailed summary about the content used for training of the general-purpose AI model, according to a template provided by the AI Office'. Contact our team. — Law-firm client alert quoting Article 53 text (filter-dependent negative)

Known false positives

• News, policy analysis, and academic commentary about GPAI obligations — the defined term 'general-purpose AI model' saturates public discussion of the AI Act Mitigation: Noise exclusion on press/academic terms; 85 tier requires Annex XI/XII item vocabulary (parameters, compute, energy, curation) that commentary rarely reproduces; bare-primary tier is discovery-only
• Published training-content summaries — Article 53(1)(d) makes the final summary public, so a copy is not necessarily sensitive Mitigation: Treat matches as drafts/copies requiring classification review; layer with document-state signals (draft, confidential, internal markings) outside this pattern
• Compliance-consultancy marketing and GPAI training material Mitigation: Noise exclusion on 'free trial', 'book a demo', 'webinar', 'client alert'; marketing rarely carries corroborating Annex XI technical vocabulary
• Model cards and open-source README files that voluntarily use similar vocabulary (parameters, modality, training data) Mitigation: Corroborative evidence weights regulation-specific citations (AI Office, Annex XI, Article 53) over generic ML-documentation vocabulary

References

• https://eur-lex.europa.eu/legal-content/EN/TXT/?uri=CELEX:32024R1689
• https://artificialintelligenceact.eu/article/53/
• https://artificialintelligenceact.eu/article/55/
• https://artificialintelligenceact.eu/annex/11/
• https://artificialintelligenceact.eu/annex/12/
• https://digital-strategy.ec.europa.eu/en/library/explanatory-notice-and-template-public-summary-training-content-general-purpose-ai-models