Resources

Insights on AI Governance & Compliance

Explore our latest resources and practical guides to navigate the evolving landscape of AI compliance and regulation.

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ISO 42001, 27001 and 27701: Building an Integrated Management System

Organizations that already hold ISO 27001, and sometimes ISO 27701, usually ask the same question when 42001 enters the conversation: do we have to build a second management system from…

When the AI cannot tell instructions from the data it processes

Definición técnica Prompt injection is a class of adversarial attack specific to AI systems based on large language models (LLMs) in which an attacker crafts malicious input that…

Hallucination: where the model confuses fluency with truth

Definición técnica What is hallucination in generative AI systems? A hallucination is an output produced by a generative AI model that is presented with fluency and confidence but…

Concept Drift: where reality changes while the model stays static

Concept drift requires re-specification, not just retraining. Zertia audits under ISO 42001 + EU AI Act.

Discrimination Risk: where technical bias meets legally protected rights

Discrimination risk converts AI bias into legal liability. Zertia audits under ISO 42001 + EU AI Act Article 10 + fundamental rights.

AI Red Team: where adversarial audit finds what development did not want to see

AI Red Team mandatory under EU AI Act Article 55(b). Zertia audits under ISO 42001 + MITRE ATLAS.

AI Risk Assessment: where historical data stops being sufficient

AI risk assessment addresses emergent capabilities. Zertia audits under ISO 42001 + ISO 23894.

Systemic Risk: where individual model risk becomes market-wide risk

Systemic AI risk affects multiple deployers via shared models. Zertia audits GPAI under ISO 42001 + EU AI Act Articles 53-55.

AI Risk Management: where generic risk practice stops working for AI

Definición técnica What is AI Risk Management? AI risk management is the structured, continuous process of identifying, analyzing, evaluating, treating, and monitoring risks associated with artificial intelligence systems…

AI Incident: where Article 73 makes incident reporting non-optional

EU AI Act Article 73 mandates serious incident reporting within 15 days. Zertia integrates workflows under ISO 42001.

Algorithmic Bias: where structural inequality enters the model output

Definición técnica Algorithmic bias refers to systematic and repeatable errors in AI systems that produce unfair, discriminatory, or skewed outcomes across demographic groups. It arises when patterns of…

Global AI Red Lines: where international consensus attempts to draw limits

Definición técnica Global AI red lines refer to categories of AI applications, uses, and behaviors that a growing international consensus holds should be universally prohibited — not merely…

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