AI Transparency
As of 4 November 2026 · applies to codeministry.io
The transparency obligations in Article 50 of the EU AI Act have applied since 2 August 2026. This page summarises where codeministry.io uses artificial intelligence, how each use is labelled and where no AI is involved by design.
At a glance
| Area | AI involved? | Labelling |
|---|---|---|
| Texts | Yes, AI-assisted and reviewed by a person | Note on this page |
| Code and design | Yes, AI-assisted | Note on this page |
| Images, video and audio | No | Not needed |
| Chatbots and assistants | No, there are none here | Not needed |
| Advice and support | No, personal | Not needed |
Texts
Some of the texts on this website were written with AI assistance, including Lovable and Claude (Anthropic), and that includes this text. Marcello Muscara reviews them before publication and holds editorial responsibility for them.
Code and design
The first version of this website was built with Lovable. Since then it has been developed further with AI coding agents such as Claude Code. Marcello Muscara reviews every change and takes responsibility for it.
Deliberately without AI
- This website has no AI-generated images, video or audio. The network graphic in the page header is drawn in the browser by program code, and no AI model runs for it.
- There is no chatbot and no AI assistant. Visiting this website does not call any AI model.
- This website does not send visitor data to AI services.
- Marcello Muscara personally handles enquiries, first consultations and ongoing support.
Questions about labelling
If you notice a missing or incorrect label, please write to us at contact@codeministry.io.