UX-AI

digital interfaces → AI agents
software features/flow → AI “skills”
wireframes/mockups/prototypes → scenario maps

DESIGNER CAPABILITIES:
1. AI Strategy (plan)
2. AI Interaction Design
3. Model Design

guide for designing effective AI interactions:
1. acceptable actions
2. unacceptable actions
3. thresholds of uncertainty
4. vulnerabilities (failures, risks)

reference article