Archive - Trust-Critical AI

Your AI Policy Is Not An Operating System

AI policy is not enough once AI starts shaping decisions. Organizations need operating systems that make AI-assisted work visible, owned, and…

May 26 • Dominika Michalska

April 2026

Why AI Sounds Right When It Isn’t

AI doesn’t signal uncertainty the way humans do. It can sound clear, complete, and certain even when the evidence underneath is weak, missing, or…

Apr 24 • Dominika Michalska

The Decision Nobody Owns

AI broke the link between reasoning and responsibility. Before AI, one person reasoned, decided, and owned the outcome. With AI, the reasoning is in the…

Apr 8 • Dominika Michalska

March 2026

AI Is Not Designed for Decision-Making

AI systems generate answers, but real decisions require context, accountability, and control. This article explores why AI is not designed for…

Mar 25 • Dominika Michalska

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