AI with Confidence

Getting better with better AI

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Mark Suman · 27 Oct 2025

Contributors

Co-founder @ Maple AI Previous Apple and Instructure Canvas

Thoughts, stories and ideas.

Internet Security

Technology Stack

Design, technology, and essays about how AI interfaces shape judgment, trust, and our ability to think in an age of instant answers.