A Machine Learning Engineer's Guide To The AI Act
eu-ai-actai-regulationml-complianceai-governancerisk-classification
Abstraction: EU AI Act compliance requirements and implications for ML practitioners
Key points:
- EU Parliament passed the AI Act on June 14, 2023; enactment expected early 2024, full enforcement 2026; trialog with Council still ongoing
- Regulates use cases in 4 risk tiers: unacceptable (banned, e.g. social scoring), high (strict documentation, EU registry, conformity assessments), medium (AI disclosure to users), and low (inventory only)
- ML engineers must produce accessible documentation bridging technical and business stakeholders — README/notebooks are insufficient
- Generative AI and foundational models face new liability requirements; teams should begin hallucination-rate testing and documentation now
- High-risk AI needs structured model-update workflows; e.g., expanding training data by >50% may trigger re-evaluation
- Conformity assessments for high-risk use cases may require third-party certification (similar to medical device regulation)
Connections: AI Regulation · AI Safety · AI Governance
Source: https://www.forbes.com/sites/forbeseq/2023/06/15/a-machine-learning-engineers-guide-to-the-ai-act/