Apply the Framework
Apply the Five-Dimension Framework to the following scenarios. For each, consider all five dimensions before selecting your answer.
Section Quiz
Q1. A logistics company wants to use AI to automatically reject job applications without human review. Their historical hiring data spans 10 years and shows strong performance correlation. Which dimension most critically fails?
Q2. A retailer wants to use AI to send personalised discount vouchers based on purchase history. Their data covers 3 years of transactions across 50,000 customers. Which outcome best describes the Five-Dimension assessment?
Q3. A hospital wants AI to automatically flag patients at high risk of readmission and trigger proactive outreach. The model would make no clinical decisions. Which dimension deserves most scrutiny here?
Q4. A manufacturing firm proposes using AI for predictive quality inspection. Their vision: 100% automated pass/fail decisions, no human review. They have 2 years of inspection data. What is the most important question to resolve before proceeding?
