Dominika Michalska

Writing

Essays and field notes on AI products, evidence and the decisions behind the work.

Latest from the letter

Your AI Policy Is Not An Operating System

Trust-Critical AI · 26 May 2026 · opens in a new tab

AI policy is not enough once AI starts shaping decisions.

Why AI Sounds Right When It Isn’t

Trust-Critical AI · 24 Apr 2026 · opens in a new tab

AI doesn’t signal uncertainty the way humans do.

The Decision Nobody Owns

Trust-Critical AI · 08 Apr 2026 · opens in a new tab

AI broke the link between reasoning and responsibility.

AI Is Not Designed for Decision-Making

Trust-Critical AI · 25 Mar 2026 · opens in a new tab

AI systems generate answers, but real decisions require context, accountability, and control.

AI-ready data is not decision-ready AI

Guest piece for Modern Data 101 · May 2026 · opens in a new tab

Data a model can read is not yet data people can decide with.

What I decided not to build, and why, one decision at a time.

Trust-Critical AI

The letter · opens in a new tab

My letter on AI and judgment.

Trust-Critical AI

Notes on building AI products, testing decisions and learning from what goes wrong. Sent when I have something worth sharing.

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