Articles
Guides and reference points on the AI Act and Article 10.
COMPAS: Conformlex recovers the racial disparity ProPublica exposed
Pointed at the COMPAS dataset without being told what to look for, the engine recovers the racial disparity in the risk score — the same one ProPublica's investigation exposed. Reproducible proof, honest framing.
You have an AI governance platform. Who measured your data?
AI governance and data evidence are two different jobs. Platforms document compliance; Article 10 requires measuring the dataset. Where the gap is.
Article 10 of the AI Act, explained
What 'representative, error-free, traceable' training data actually means — and who Article 10 really applies to.
Are you covered by the AI Act? High, limited, minimal risk
The AI Act risk tiers, how to place your system — and why most organisations overestimate their obligations.
Building an auditable data dossier (Article 10)
The eight blocks of Article 10-compliant dataset documentation, and the simple test to know whether your dossier holds up.
AI Act and GDPR: where they overlap on training data
Two distinct regulations, one common ground: provenance, legal basis, profiling. What overlaps and what differs.
The AI Act timeline after the Digital Omnibus
The key AI Act deadlines after the Digital Omnibus deferral — transparency, high risk — and what to do now.