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Trust-Critical AI

Dominika Michalska

AI systems in real-world organizations - decision-making, trust, and governance

Platform
Substack
PricingOnly free issuesPublishesWeekly
Issues3SubscribersRead trustcriticalai.com

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Latest Issues

Recent posts by this newsletter. Browse the email archive.

Why AI Sounds Right When It Isn’t

You can usually tell when a person is unsure. They hesitate. They qualify. They say “I think” instead of “this is.” They slow down at the edges of what they know. Their uncertainty leaks into the conversation. We have learned to read these ...

5 days ago
12
2

The Decision Nobody Owns

When AI is involved in decisions, accountability doesn’t disappear because people are irresponsible. It disappears because nothing in the system assigns it.

21 days ago
27
13

AI Is Not Designed for Decision-Making

AI systems are increasingly used to support decisions. They generate answers quickly, often confidently, across a wide range of contexts. This makes them useful. It also makes them easy to over-rely on. But AI systems are not designed to ma...

a month ago
38
12

Authors

The writers behind this newsletter.

  • Dominika Michalska

    Writing about what happens between AI output and human decision. Building the TRACE framework for trust-critical AI.

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