Archive - Trust-Critical AI

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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