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Insights on AI governance and evidence

Longer arguments on AI in compliance, third-party risk and assurance: how an AI-generated conclusion becomes an auditable decision, and what has to be true before it can carry one.

Articles

The first article

Insight

Human-in-the-Loop Is Not Enough

Why human approval alone does not make an AI conclusion auditable, and what evidence-in-the-loop adds: a six-question test for AI systems that touch consequential decisions.
Overview

What this section is

  • Longer arguments rather than short explanations: how AI conclusions become auditable business decisions.
  • Each article carries its sources with a URL and the date it was accessed.
  • Articles are published in English first; other language versions follow.
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