Foundations of AI Interaction

Mismatch Between Stochastic Output and Deterministic UI

Expressing Capability Boundaries

Visualizing Uncertainty

Presenting Confidence

Human in the Loop

Graceful Degradation of AI Failure

Confidence Displays and Their Misreadings

Intervention Points in the Human Loop

Reproducibility of Non-deterministic Output

Latency and Streaming Experience