Trust-Critical AI

About the Substack

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

Free Subscription Benefits

  • Occasional public posts on product, AI, data, and thoughtful design

Paid Subcription Benefits

  • All subscriber-only posts, plus access to the full archive
  • Access to practical templates, tools, or resources I personally use and share
  • A quarterly behind-the-scenes update

About Dominika Michalska

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

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