Engineering for the EU AI Act: Technical Controls for GPAI and High‑Risk Systems

"Engineering for the EU AI Act: Technical Controls for GPAI and High‑Risk Systems"

The EU AI Act turns AI engineering into a regulated discipline, and this book is written for the practitioners who must make that transition real. Aimed at senior ML engineers, platform architects, security leaders, compliance engineers, and technical product owners, it treats legal obligations as concrete system constraints, evidence requirements, and operational controls. Rather than offering policy summaries, it shows how to build AI products and delivery processes that can withstand audit, deployment pressure, and change over time.

Across GPAI models and high-risk AI systems, the book covers risk classification, operator roles, technical documentation, QMS design, conformity assessment readiness, data governance, logging, human oversight, robustness, cybersecurity, monitoring, incident response, and controlled change. Readers will learn how to translate Articles 9–15 and GPAI duties into engineering architectures, test strategies, release gates, evidence pipelines, and downstream integration contracts. A distinctive strength of the book is its treatment of control handoffs between upstream model providers and downstream high-risk system builders.

The material assumes familiarity with modern software delivery, MLOps, security engineering, and AI system design. Organized as a technical blueprint rather than a legal commentary, it gives experienced readers a structured path from regulatory scope and timeline to production-grade compliance operations.

© 2026 NobleTrex Press (E-bog): 6610001211127

Udgivelsesdato

E-bog: 1. maj 2026