Post · March 12, 2026

Designing AI Applications with Humans in the Loop: Patterns, Trade-offs, and Anti-Patterns

A practical guide to human-in-the-loop AI application design, covering core patterns, trade-offs, and common anti-patterns that cause AI systems to drift, degrade, or fail under real-world conditions.

• #artificial intelligence
• #ethics
• #human-in-the-loop
• #machine learning
• #product design