Product Design

Designing interfaces for AI uncertainty

Patterns that help users trust — and correct — AI-generated results.

Jul 10, 2026 · 6 min read · Sample article

AI outputs are probabilistic. Interfaces should make that visible without being alarming: show sources, invite edits and make it easy to undo.

Artificial Intelligence

Practical AI: where it helps, and where it doesn't

6 min read

AI Agents

Designing AI agents that use tools safely

8 min read

Automation

A simple checklist for your first automation audit

5 min read

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