Topic · 2 pieces
EU AI Act
Regulatory requirements that shape ML engineering — what Article 15 demands, where harmonised standards stand, what’s enforceable when.
← All writing0110 min → 0210 min →
Article 72 named the loop. Your dashboards aren't closing it.
Article 72 demands active, systematic collection of performance data across a system's whole lifetime, fed back into risk management. Observability gives you dashboards, not that — and the template that was meant to help just got removed. Where the loop stays open, and what to build.
Article 15 named the requirements. The toolchain hasn't caught up.
Article 15 of the AI Act names five attack vectors and a lifecycle requirement. The evaluation toolchain available today addresses a fraction of that. Where the gap lives, and what to do meanwhile.