The AI reliability gap: a UX framework to avoid costly missteps
Nicole Michaelis shows that the biggest AI failures happen where a tool looks trustworthy but isn’t. She offers a simple 4‑box matrix—Not Yet, Verify, Experiment, Default to AI—to help designers and product teams decide which tasks to automate, test, or leave to humans. Applying the framework reduces risk and keeps AI enablement on track.