5 layers of Designing for AI
A framework to help teams design for AI systems.

7 layers of AI Behavioral Architecture
A framework to help teams design for AI Behavior.
Decision Matrix for AI Unpredictability
A framework to help teams overcome AI output variability.
8 Heuristics for Intelligent Systems
A re-framing of Heuristics for intelligent systems.

CIRL
Continuous Interpretive Research Loop
A framework to help UXR teams conduct research on intelligent systems
















